# Concrete ML

## 0.2

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/0.2/readme.md)
- [Installing](https://docs.zama.org/concrete-ml/0.2/installing/installing.md)
- [Scikit-learn](https://docs.zama.org/concrete-ml/0.2/how-to/simple_example_sklearn.md)
- [Torch](https://docs.zama.org/concrete-ml/0.2/how-to/simple_example_torch.md)
- [Compute with Quantized Functions](https://docs.zama.org/concrete-ml/0.2/how-to/reduce_needed_precision.md)
- [Use Concrete ML ONNX Support](https://docs.zama.org/concrete-ml/0.2/how-to/onnx_supported_ops.md)
- [Debug / Get Support / Submit Issues](https://docs.zama.org/concrete-ml/0.2/how-to/debug_support_submit_issues.md)
- [Advanced examples](https://docs.zama.org/concrete-ml/0.2/advanced-examples/advanced_examples.md)
- [Philosophy of the Design](https://docs.zama.org/concrete-ml/0.2/explanations/design_philosophy.md)
- [Quantization](https://docs.zama.org/concrete-ml/0.2/explanations/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/0.2/explanations/pruning.md)
- [Virtual Lib](https://docs.zama.org/concrete-ml/0.2/explanations/virtual_lib.md)
- [Resources](https://docs.zama.org/concrete-ml/0.2/explanations/resources.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/0.2/developper-how-to/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/0.2/developper-how-to/docker.md)
- [Document](https://docs.zama.org/concrete-ml/0.2/developper-how-to/documenting.md)
- [Create a Release on GitHub](https://docs.zama.org/concrete-ml/0.2/developper-how-to/releasing.md)
- [Contribute](https://docs.zama.org/concrete-ml/0.2/developper-how-to/contributing.md)
- [Concrete Stack](https://docs.zama.org/concrete-ml/0.2/developper-explanations/stack.md)
- [Quantization](https://docs.zama.org/concrete-ml/0.2/developper-explanations/use_quantization.md)
- [Using ONNX as IR for FHE Compilation](https://docs.zama.org/concrete-ml/0.2/developper-explanations/onnx_use_for_compilation.md)
- [Hummingbird Usage](https://docs.zama.org/concrete-ml/0.2/developper-explanations/hummingbird_usage.md)
- [Skorch Usage](https://docs.zama.org/concrete-ml/0.2/developper-explanations/skorch_usage.md)

## 0.3

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/0.3/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/0.3/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/0.3/getting-started/concrete_numpy.md)
- [Linear Models](https://docs.zama.org/concrete-ml/0.3/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/0.3/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/0.3/built-in-models/neural-networks.md)
- [Examples](https://docs.zama.org/concrete-ml/0.3/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/0.3/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/0.3/deep-learning/onnx_support.md)
- [Examples](https://docs.zama.org/concrete-ml/0.3/deep-learning/fhe_friendly_models.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/0.3/deep-learning/fhe_assistant.md)
- [Quantization](https://docs.zama.org/concrete-ml/0.3/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/0.3/advanced-topics/pruning.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/0.3/advanced-topics/client_server.md)
- [Compilation](https://docs.zama.org/concrete-ml/0.3/advanced-topics/compilation.md)
- [More about ONNX](https://docs.zama.org/concrete-ml/0.3/advanced-topics/onnx_pipeline.md)
- [FHE Op-graphs](https://docs.zama.org/concrete-ml/0.3/advanced-topics/fhe-op-graphs.md)
- [Using Hummingbird](https://docs.zama.org/concrete-ml/0.3/advanced-topics/hummingbird_usage.md)
- [Using Skorch](https://docs.zama.org/concrete-ml/0.3/advanced-topics/skorch_usage.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/0.3/developer-guide/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/0.3/developer-guide/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/0.3/developer-guide/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/0.3/developer-guide/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/0.3/developer-guide/contributing.md)
- [API](https://docs.zama.org/concrete-ml/0.3/developer-guide/api.md)

## 0.4

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/0.4/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/0.4/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/0.4/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/0.4/getting-started/cloud.md)
- [Linear Models](https://docs.zama.org/concrete-ml/0.4/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/0.4/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/0.4/built-in-models/neural-networks.md)
- [Pandas](https://docs.zama.org/concrete-ml/0.4/built-in-models/pandas.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/0.4/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/0.4/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/0.4/deep-learning/onnx_support.md)
- [Step-by-Step Guide](https://docs.zama.org/concrete-ml/0.4/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/0.4/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/0.4/deep-learning/fhe_assistant.md)
- [Quantization](https://docs.zama.org/concrete-ml/0.4/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/0.4/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/0.4/advanced-topics/compilation.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/0.4/advanced-topics/client_server.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/0.4/advanced-topics/advanced_features.md)
- [Workflow](https://docs.zama.org/concrete-ml/0.4/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/0.4/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/0.4/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/0.4/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/0.4/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/0.4/developer-guide/workflow/contributing.md)
- [Inner workings](https://docs.zama.org/concrete-ml/0.4/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/0.4/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization tools](https://docs.zama.org/concrete-ml/0.4/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph design](https://docs.zama.org/concrete-ml/0.4/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/0.4/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/0.4/developer-guide/api.md)
- [concrete.ml.common](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.check\_inputs](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.debugging.custom\_assert](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.utils](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.deployment.fhe\_client\_server](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.onnx](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.convert](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.onnx\_model\_manipulations](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.quantization](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.base\_quantized\_op](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.post\_training](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_ops](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.sklearn](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.base](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.protocols](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.protocols.md)
- [concrete.ml.sklearn.qnn](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.rf](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.torch\_module](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.torch_module.md)
- [concrete.ml.sklearn.tree](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.compile](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.numpy\_module](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version](https://docs.zama.org/concrete-ml/0.4/developer-guide/api/concrete.ml.version.md)

## 0.5

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/0.5-1/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/0.5-1/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/0.5-1/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/0.5-1/getting-started/cloud.md)
- [Linear Models](https://docs.zama.org/concrete-ml/0.5-1/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/0.5-1/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/0.5-1/built-in-models/neural-networks.md)
- [Pandas](https://docs.zama.org/concrete-ml/0.5-1/built-in-models/pandas.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/0.5-1/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/0.5-1/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/0.5-1/deep-learning/onnx_support.md)
- [Step-by-Step Guide](https://docs.zama.org/concrete-ml/0.5-1/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/0.5-1/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/0.5-1/deep-learning/fhe_assistant.md)
- [Quantization](https://docs.zama.org/concrete-ml/0.5-1/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/0.5-1/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/0.5-1/advanced-topics/compilation.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/0.5-1/advanced-topics/client_server.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/0.5-1/advanced-topics/advanced_features.md)
- [Workflow](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/workflow/contributing.md)
- [Inner workings](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization tools](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph design](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api.md)
- [concrete.ml.common](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.check\_inputs](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.debugging.custom\_assert](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.utils](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.deployment.fhe\_client\_server](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.onnx](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.convert](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.onnx\_model\_manipulations](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.quantization](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.base\_quantized\_op](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.post\_training](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_ops](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.sklearn](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.base](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.protocols](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.protocols.md)
- [concrete.ml.sklearn.qnn](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.rf](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.torch\_module](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.torch_module.md)
- [concrete.ml.sklearn.tree](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.compile](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.numpy\_module](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version](https://docs.zama.org/concrete-ml/0.5-1/developer-guide/api/concrete.ml.version.md)

## 0.6

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/0.6-1/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/0.6-1/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/0.6-1/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/0.6-1/getting-started/cloud.md)
- [Demos and Tutorials](https://docs.zama.org/concrete-ml/0.6-1/getting-started/showcase.md)
- [Linear Models](https://docs.zama.org/concrete-ml/0.6-1/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/0.6-1/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/0.6-1/built-in-models/neural-networks.md)
- [Pandas](https://docs.zama.org/concrete-ml/0.6-1/built-in-models/pandas.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/0.6-1/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/0.6-1/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/0.6-1/deep-learning/onnx_support.md)
- [Step-by-step Guide](https://docs.zama.org/concrete-ml/0.6-1/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/0.6-1/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/0.6-1/deep-learning/fhe_assistant.md)
- [Quantization](https://docs.zama.org/concrete-ml/0.6-1/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/0.6-1/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/0.6-1/advanced-topics/compilation.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/0.6-1/advanced-topics/client_server.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/0.6-1/advanced-topics/advanced_features.md)
- [Workflow](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/workflow/contributing.md)
- [Inner Workings](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization Tools](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph Design](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api.md)
- [concrete.ml.common.check\_inputs.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging.custom\_assert.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.debugging.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.utils.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment.fhe\_client\_server.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.deployment.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.onnx.convert.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.onnx\_impl\_utils.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.onnx.onnx_impl_utils.md)
- [concrete.ml.onnx.onnx\_model\_manipulations.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.pytest.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.pytest.md)
- [concrete.ml.pytest.torch\_models.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.pytest.torch_models.md)
- [concrete.ml.pytest.utils.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.pytest.utils.md)
- [concrete.ml.quantization.base\_quantized\_op.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.post\_training.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_ops.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.sklearn.base.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.protocols.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.protocols.md)
- [concrete.ml.sklearn.qnn.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.rf.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.torch\_modules.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.torch_modules.md)
- [concrete.ml.sklearn.tree.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch.compile.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.numpy\_module.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version.md](https://docs.zama.org/concrete-ml/0.6-1/developer-guide/api/concrete.ml.version.md)

## 1.0

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.0-2/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/1.0-2/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/1.0-2/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/1.0-2/getting-started/cloud.md)
- [Demos and Tutorials](https://docs.zama.org/concrete-ml/1.0-2/getting-started/showcase.md)
- [Linear Models](https://docs.zama.org/concrete-ml/1.0-2/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/1.0-2/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/1.0-2/built-in-models/neural-networks.md)
- [Pandas](https://docs.zama.org/concrete-ml/1.0-2/built-in-models/pandas.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/1.0-2/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.0-2/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.0-2/deep-learning/onnx_support.md)
- [Step-by-step Guide](https://docs.zama.org/concrete-ml/1.0-2/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/1.0-2/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/1.0-2/deep-learning/fhe_assistant.md)
- [Optimizing Inference](https://docs.zama.org/concrete-ml/1.0-2/deep-learning/optimizing_inference.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.0-2/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.0-2/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.0-2/advanced-topics/compilation.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.0-2/advanced-topics/prediction_with_fhe.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/1.0-2/advanced-topics/client_server.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/1.0-2/advanced-topics/advanced_features.md)
- [Workflow](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/workflow/contributing.md)
- [Inner Workings](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization Tools](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph Design](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api.md)
- [concrete.ml.common.check\_inputs.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging.custom\_assert.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.debugging.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.serialization.decoder.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.serialization.decoder.md)
- [concrete.ml.common.serialization.dumpers.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.serialization.dumpers.md)
- [concrete.ml.common.serialization.encoder.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.serialization.encoder.md)
- [concrete.ml.common.serialization.loaders.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.serialization.loaders.md)
- [concrete.ml.common.serialization.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.serialization.md)
- [concrete.ml.common.utils.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment.deploy\_to\_aws.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.deployment.deploy_to_aws.md)
- [concrete.ml.deployment.deploy\_to\_docker.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.deployment.deploy_to_docker.md)
- [concrete.ml.deployment.fhe\_client\_server.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.deployment.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.deployment.server.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.deployment.server.md)
- [concrete.ml.deployment.utils.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.deployment.utils.md)
- [concrete.ml.onnx.convert.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.onnx\_impl\_utils.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.onnx.onnx_impl_utils.md)
- [concrete.ml.onnx.onnx\_model\_manipulations.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.pytest.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.pytest.md)
- [concrete.ml.pytest.torch\_models.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.pytest.torch_models.md)
- [concrete.ml.pytest.utils.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.pytest.utils.md)
- [concrete.ml.quantization.base\_quantized\_op.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.post\_training.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_ops.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.search\_parameters.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.search_parameters.md)
- [concrete.ml.search\_parameters.p\_error\_search.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.search_parameters.p_error_search.md)
- [concrete.ml.sklearn.base.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.qnn.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.qnn\_module.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.qnn_module.md)
- [concrete.ml.sklearn.rf.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.tree.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch.compile.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.numpy\_module.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version.md](https://docs.zama.org/concrete-ml/1.0-2/developer-guide/api/concrete.ml.version.md)

## 1.1

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.1/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/1.1/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/1.1/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/1.1/getting-started/cloud.md)
- [Demos and Tutorials](https://docs.zama.org/concrete-ml/1.1/getting-started/showcase.md)
- [Linear Models](https://docs.zama.org/concrete-ml/1.1/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/1.1/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/1.1/built-in-models/neural-networks.md)
- [Pandas](https://docs.zama.org/concrete-ml/1.1/built-in-models/pandas.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/1.1/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.1/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.1/deep-learning/onnx_support.md)
- [Step-by-step Guide](https://docs.zama.org/concrete-ml/1.1/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/1.1/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/1.1/deep-learning/fhe_assistant.md)
- [Optimizing Inference](https://docs.zama.org/concrete-ml/1.1/deep-learning/optimizing_inference.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.1/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.1/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.1/advanced-topics/compilation.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.1/advanced-topics/prediction_with_fhe.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/1.1/advanced-topics/client_server.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/1.1/advanced-topics/advanced_features.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.1/advanced-topics/serialization.md)
- [Workflow](https://docs.zama.org/concrete-ml/1.1/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/1.1/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/1.1/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.1/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/1.1/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.1/developer-guide/workflow/contributing.md)
- [Inner Workings](https://docs.zama.org/concrete-ml/1.1/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.1/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization Tools](https://docs.zama.org/concrete-ml/1.1/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph Design](https://docs.zama.org/concrete-ml/1.1/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/1.1/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/1.1/developer-guide/api.md)
- [concrete.ml.common.check\_inputs.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging.custom\_assert.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.debugging.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.serialization.decoder.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.serialization.decoder.md)
- [concrete.ml.common.serialization.dumpers.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.serialization.dumpers.md)
- [concrete.ml.common.serialization.encoder.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.serialization.encoder.md)
- [concrete.ml.common.serialization.loaders.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.serialization.loaders.md)
- [concrete.ml.common.serialization.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.serialization.md)
- [concrete.ml.common.utils.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment.deploy\_to\_aws.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.deployment.deploy_to_aws.md)
- [concrete.ml.deployment.deploy\_to\_docker.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.deployment.deploy_to_docker.md)
- [concrete.ml.deployment.fhe\_client\_server.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.deployment.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.deployment.server.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.deployment.server.md)
- [concrete.ml.deployment.utils.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.deployment.utils.md)
- [concrete.ml.onnx.convert.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.onnx\_impl\_utils.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.onnx.onnx_impl_utils.md)
- [concrete.ml.onnx.onnx\_model\_manipulations.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.pytest.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.pytest.md)
- [concrete.ml.pytest.torch\_models.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.pytest.torch_models.md)
- [concrete.ml.pytest.utils.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.pytest.utils.md)
- [concrete.ml.quantization.base\_quantized\_op.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.post\_training.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_ops.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.search\_parameters.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.search_parameters.md)
- [concrete.ml.search\_parameters.p\_error\_search.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.search_parameters.p_error_search.md)
- [concrete.ml.sklearn.base.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.qnn.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.qnn\_module.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.qnn_module.md)
- [concrete.ml.sklearn.rf.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.tree.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch.compile.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.numpy\_module.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version.md](https://docs.zama.org/concrete-ml/1.1/developer-guide/api/concrete.ml.version.md)

## 1.2

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.2/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/1.2/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/1.2/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/1.2/getting-started/cloud.md)
- [Demos and Tutorials](https://docs.zama.org/concrete-ml/1.2/getting-started/showcase.md)
- [Linear Models](https://docs.zama.org/concrete-ml/1.2/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/1.2/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/1.2/built-in-models/neural-networks.md)
- [Nearest Neighbors](https://docs.zama.org/concrete-ml/1.2/built-in-models/nearest-neighbors.md)
- [Pandas](https://docs.zama.org/concrete-ml/1.2/built-in-models/pandas.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/1.2/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.2/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.2/deep-learning/onnx_support.md)
- [Step-by-step Guide](https://docs.zama.org/concrete-ml/1.2/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/1.2/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/1.2/deep-learning/fhe_assistant.md)
- [Optimizing Inference](https://docs.zama.org/concrete-ml/1.2/deep-learning/optimizing_inference.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.2/deployment/prediction_with_fhe.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/1.2/deployment/hybrid-models.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/1.2/deployment/client_server.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.2/deployment/serialization.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.2/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.2/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.2/advanced-topics/compilation.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/1.2/advanced-topics/advanced_features.md)
- [Workflow](https://docs.zama.org/concrete-ml/1.2/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/1.2/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/1.2/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.2/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/1.2/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.2/developer-guide/workflow/contributing.md)
- [Inner Workings](https://docs.zama.org/concrete-ml/1.2/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.2/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization Tools](https://docs.zama.org/concrete-ml/1.2/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph Design](https://docs.zama.org/concrete-ml/1.2/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/1.2/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/1.2/developer-guide/api.md)
- [concrete.ml.common.check\_inputs.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging.custom\_assert.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.debugging.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.serialization.decoder.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.serialization.decoder.md)
- [concrete.ml.common.serialization.dumpers.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.serialization.dumpers.md)
- [concrete.ml.common.serialization.encoder.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.serialization.encoder.md)
- [concrete.ml.common.serialization.loaders.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.serialization.loaders.md)
- [concrete.ml.common.serialization.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.serialization.md)
- [concrete.ml.common.utils.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment.deploy\_to\_aws.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.deployment.deploy_to_aws.md)
- [concrete.ml.deployment.deploy\_to\_docker.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.deployment.deploy_to_docker.md)
- [concrete.ml.deployment.fhe\_client\_server.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.deployment.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.deployment.server.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.deployment.server.md)
- [concrete.ml.deployment.utils.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.deployment.utils.md)
- [concrete.ml.onnx.convert.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.onnx\_impl\_utils.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.onnx.onnx_impl_utils.md)
- [concrete.ml.onnx.onnx\_model\_manipulations.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.pytest.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.pytest.md)
- [concrete.ml.pytest.torch\_models.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.pytest.torch_models.md)
- [concrete.ml.pytest.utils.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.pytest.utils.md)
- [concrete.ml.quantization.base\_quantized\_op.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.post\_training.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_module\_passes.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.quantization.quantized_module_passes.md)
- [concrete.ml.quantization.quantized\_ops.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.search\_parameters.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.search_parameters.md)
- [concrete.ml.search\_parameters.p\_error\_search.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.search_parameters.p_error_search.md)
- [concrete.ml.sklearn.base.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.neighbors.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.neighbors.md)
- [concrete.ml.sklearn.qnn.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.qnn\_module.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.qnn_module.md)
- [concrete.ml.sklearn.rf.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.tree.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch.compile.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.hybrid\_model.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.torch.hybrid_model.md)
- [concrete.ml.torch.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.numpy\_module.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version.md](https://docs.zama.org/concrete-ml/1.2/developer-guide/api/concrete.ml.version.md)

## 1.3

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.3/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/1.3/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/1.3/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/1.3/getting-started/cloud.md)
- [Demos and Tutorials](https://docs.zama.org/concrete-ml/1.3/getting-started/showcase.md)
- [Linear Models](https://docs.zama.org/concrete-ml/1.3/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/1.3/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/1.3/built-in-models/neural-networks.md)
- [Nearest Neighbors](https://docs.zama.org/concrete-ml/1.3/built-in-models/nearest-neighbors.md)
- [Pandas](https://docs.zama.org/concrete-ml/1.3/built-in-models/pandas.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/1.3/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.3/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.3/deep-learning/onnx_support.md)
- [Step-by-step Guide](https://docs.zama.org/concrete-ml/1.3/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/1.3/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/1.3/deep-learning/fhe_assistant.md)
- [Optimizing Inference](https://docs.zama.org/concrete-ml/1.3/deep-learning/optimizing_inference.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.3/deployment/prediction_with_fhe.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/1.3/deployment/hybrid-models.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/1.3/deployment/client_server.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.3/deployment/serialization.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.3/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.3/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.3/advanced-topics/compilation.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/1.3/advanced-topics/advanced_features.md)
- [Workflow](https://docs.zama.org/concrete-ml/1.3/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/1.3/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/1.3/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.3/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/1.3/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.3/developer-guide/workflow/contributing.md)
- [Inner Workings](https://docs.zama.org/concrete-ml/1.3/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.3/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization Tools](https://docs.zama.org/concrete-ml/1.3/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph Design](https://docs.zama.org/concrete-ml/1.3/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/1.3/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/1.3/developer-guide/api.md)
- [concrete.ml.common.check\_inputs.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging.custom\_assert.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.debugging.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.serialization.decoder.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.serialization.decoder.md)
- [concrete.ml.common.serialization.dumpers.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.serialization.dumpers.md)
- [concrete.ml.common.serialization.encoder.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.serialization.encoder.md)
- [concrete.ml.common.serialization.loaders.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.serialization.loaders.md)
- [concrete.ml.common.serialization.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.serialization.md)
- [concrete.ml.common.utils.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment.deploy\_to\_aws.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.deployment.deploy_to_aws.md)
- [concrete.ml.deployment.deploy\_to\_docker.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.deployment.deploy_to_docker.md)
- [concrete.ml.deployment.fhe\_client\_server.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.deployment.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.deployment.server.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.deployment.server.md)
- [concrete.ml.deployment.utils.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.deployment.utils.md)
- [concrete.ml.onnx.convert.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.onnx\_impl\_utils.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.onnx.onnx_impl_utils.md)
- [concrete.ml.onnx.onnx\_model\_manipulations.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.pytest.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.pytest.md)
- [concrete.ml.pytest.torch\_models.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.pytest.torch_models.md)
- [concrete.ml.pytest.utils.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.pytest.utils.md)
- [concrete.ml.quantization.base\_quantized\_op.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.post\_training.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_module\_passes.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.quantization.quantized_module_passes.md)
- [concrete.ml.quantization.quantized\_ops.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.search\_parameters.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.search_parameters.md)
- [concrete.ml.search\_parameters.p\_error\_search.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.search_parameters.p_error_search.md)
- [concrete.ml.sklearn.base.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.neighbors.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.neighbors.md)
- [concrete.ml.sklearn.qnn.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.qnn\_module.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.qnn_module.md)
- [concrete.ml.sklearn.rf.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.tree.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch.compile.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.hybrid\_model.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.torch.hybrid_model.md)
- [concrete.ml.torch.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.numpy\_module.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version.md](https://docs.zama.org/concrete-ml/1.3/developer-guide/api/concrete.ml.version.md)

## 1.4

- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.4/readme.md)
- [Installation](https://docs.zama.org/concrete-ml/1.4/getting-started/pip_installing.md)
- [Key Concepts](https://docs.zama.org/concrete-ml/1.4/getting-started/concepts.md)
- [Inference in the Cloud](https://docs.zama.org/concrete-ml/1.4/getting-started/cloud.md)
- [Demos and Tutorials](https://docs.zama.org/concrete-ml/1.4/getting-started/showcase.md)
- [Linear Models](https://docs.zama.org/concrete-ml/1.4/built-in-models/linear.md)
- [Tree-based Models](https://docs.zama.org/concrete-ml/1.4/built-in-models/tree.md)
- [Neural Networks](https://docs.zama.org/concrete-ml/1.4/built-in-models/neural-networks.md)
- [Nearest Neighbors](https://docs.zama.org/concrete-ml/1.4/built-in-models/nearest-neighbors.md)
- [Pandas](https://docs.zama.org/concrete-ml/1.4/built-in-models/pandas.md)
- [Encrypted training](https://docs.zama.org/concrete-ml/1.4/built-in-models/training.md)
- [Built-in Model Examples](https://docs.zama.org/concrete-ml/1.4/built-in-models/ml_examples.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.4/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.4/deep-learning/onnx_support.md)
- [Step-by-step Guide](https://docs.zama.org/concrete-ml/1.4/deep-learning/fhe_friendly_models.md)
- [Deep Learning Examples](https://docs.zama.org/concrete-ml/1.4/deep-learning/examples.md)
- [Debugging Models](https://docs.zama.org/concrete-ml/1.4/deep-learning/fhe_assistant.md)
- [Optimizing Inference](https://docs.zama.org/concrete-ml/1.4/deep-learning/optimizing_inference.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.4/deployment/prediction_with_fhe.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/1.4/deployment/hybrid-models.md)
- [Production Deployment](https://docs.zama.org/concrete-ml/1.4/deployment/client_server.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.4/deployment/serialization.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.4/advanced-topics/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.4/advanced-topics/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.4/advanced-topics/compilation.md)
- [Advanced Features](https://docs.zama.org/concrete-ml/1.4/advanced-topics/advanced_features.md)
- [Workflow](https://docs.zama.org/concrete-ml/1.4/developer-guide/workflow.md)
- [Set Up the Project](https://docs.zama.org/concrete-ml/1.4/developer-guide/workflow/project_setup.md)
- [Set Up Docker](https://docs.zama.org/concrete-ml/1.4/developer-guide/workflow/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.4/developer-guide/workflow/documenting.md)
- [Support and Issues](https://docs.zama.org/concrete-ml/1.4/developer-guide/workflow/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.4/developer-guide/workflow/contributing.md)
- [Inner Workings](https://docs.zama.org/concrete-ml/1.4/developer-guide/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.4/developer-guide/inner-workings/onnx_pipeline.md)
- [Quantization Tools](https://docs.zama.org/concrete-ml/1.4/developer-guide/inner-workings/quantization_internal.md)
- [FHE Op-graph Design](https://docs.zama.org/concrete-ml/1.4/developer-guide/inner-workings/fhe-op-graphs.md)
- [External Libraries](https://docs.zama.org/concrete-ml/1.4/developer-guide/inner-workings/external_libraries.md)
- [API](https://docs.zama.org/concrete-ml/1.4/developer-guide/api.md)
- [concrete.ml.common.check\_inputs.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.check_inputs.md)
- [concrete.ml.common.debugging.custom\_assert.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.debugging.custom_assert.md)
- [concrete.ml.common.debugging.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.debugging.md)
- [concrete.ml.common.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.md)
- [concrete.ml.common.serialization.decoder.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.serialization.decoder.md)
- [concrete.ml.common.serialization.dumpers.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.serialization.dumpers.md)
- [concrete.ml.common.serialization.encoder.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.serialization.encoder.md)
- [concrete.ml.common.serialization.loaders.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.serialization.loaders.md)
- [concrete.ml.common.serialization.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.serialization.md)
- [concrete.ml.common.utils.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.common.utils.md)
- [concrete.ml.deployment.deploy\_to\_aws.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.deployment.deploy_to_aws.md)
- [concrete.ml.deployment.deploy\_to\_docker.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.deployment.deploy_to_docker.md)
- [concrete.ml.deployment.fhe\_client\_server.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.deployment.fhe_client_server.md)
- [concrete.ml.deployment.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.deployment.md)
- [concrete.ml.deployment.server.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.deployment.server.md)
- [concrete.ml.deployment.utils.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.deployment.utils.md)
- [concrete.ml.onnx.convert.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.onnx.convert.md)
- [concrete.ml.onnx.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.onnx.md)
- [concrete.ml.onnx.onnx\_impl\_utils.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.onnx.onnx_impl_utils.md)
- [concrete.ml.onnx.onnx\_model\_manipulations.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.onnx.onnx_model_manipulations.md)
- [concrete.ml.onnx.onnx\_utils.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.onnx.onnx_utils.md)
- [concrete.ml.onnx.ops\_impl.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.onnx.ops_impl.md)
- [concrete.ml.pytest.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.pytest.md)
- [concrete.ml.pytest.torch\_models.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.pytest.torch_models.md)
- [concrete.ml.pytest.utils.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.pytest.utils.md)
- [concrete.ml.quantization.base\_quantized\_op.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.quantization.base_quantized_op.md)
- [concrete.ml.quantization.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.quantization.md)
- [concrete.ml.quantization.post\_training.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.quantization.post_training.md)
- [concrete.ml.quantization.quantized\_module.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.quantization.quantized_module.md)
- [concrete.ml.quantization.quantized\_module\_passes.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.quantization.quantized_module_passes.md)
- [concrete.ml.quantization.quantized\_ops.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.quantization.quantized_ops.md)
- [concrete.ml.quantization.quantizers.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.quantization.quantizers.md)
- [concrete.ml.search\_parameters.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.search_parameters.md)
- [concrete.ml.search\_parameters.p\_error\_search.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.search_parameters.p_error_search.md)
- [concrete.ml.sklearn.base.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.base.md)
- [concrete.ml.sklearn.glm.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.glm.md)
- [concrete.ml.sklearn.linear\_model.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.linear_model.md)
- [concrete.ml.sklearn.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.md)
- [concrete.ml.sklearn.neighbors.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.neighbors.md)
- [concrete.ml.sklearn.qnn.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.qnn.md)
- [concrete.ml.sklearn.qnn\_module.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.qnn_module.md)
- [concrete.ml.sklearn.rf.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.rf.md)
- [concrete.ml.sklearn.svm.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.svm.md)
- [concrete.ml.sklearn.tree.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.tree.md)
- [concrete.ml.sklearn.tree\_to\_numpy.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.tree_to_numpy.md)
- [concrete.ml.sklearn.xgb.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.sklearn.xgb.md)
- [concrete.ml.torch.compile.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.torch.compile.md)
- [concrete.ml.torch.hybrid\_model.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.torch.hybrid_model.md)
- [concrete.ml.torch.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.torch.md)
- [concrete.ml.torch.numpy\_module.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.torch.numpy_module.md)
- [concrete.ml.version.md](https://docs.zama.org/concrete-ml/1.4/developer-guide/api/concrete.ml.version.md)

## 1.5

- [Welcome](https://docs.zama.org/concrete-ml/1.5/readme.md): Concrete ML is an open-source, privacy-preserving, machine learning framework based on Fully Homomorphic Encryption (FHE).
- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.5/getting-started/getting-started.md)
- [Installation](https://docs.zama.org/concrete-ml/1.5/getting-started/pip_installing.md)
- [Key concepts](https://docs.zama.org/concrete-ml/1.5/getting-started/concepts.md)
- [Inference in the cloud](https://docs.zama.org/concrete-ml/1.5/getting-started/cloud.md)
- [Linear models](https://docs.zama.org/concrete-ml/1.5/built-in-models/linear.md)
- [Tree-based models](https://docs.zama.org/concrete-ml/1.5/built-in-models/tree.md)
- [Neural networks](https://docs.zama.org/concrete-ml/1.5/built-in-models/neural-networks.md)
- [Nearest neighbors](https://docs.zama.org/concrete-ml/1.5/built-in-models/nearest-neighbors.md)
- [Encrypted dataframe](https://docs.zama.org/concrete-ml/1.5/built-in-models/encrypted_dataframe.md)
- [Encrypted training](https://docs.zama.org/concrete-ml/1.5/built-in-models/training.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.5/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.5/deep-learning/onnx_support.md)
- [Step-by-step guide](https://docs.zama.org/concrete-ml/1.5/deep-learning/fhe_friendly_models.md)
- [Debugging models](https://docs.zama.org/concrete-ml/1.5/deep-learning/fhe_assistant.md)
- [Optimizing inference](https://docs.zama.org/concrete-ml/1.5/deep-learning/optimizing_inference.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.5/guides/prediction_with_fhe.md)
- [Production deployment](https://docs.zama.org/concrete-ml/1.5/guides/client_server.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/1.5/guides/hybrid-models.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.5/guides/serialization.md)
- [See all tutorials](https://docs.zama.org/concrete-ml/1.5/tutorials/showcase.md)
- [Built-in model examples](https://docs.zama.org/concrete-ml/1.5/tutorials/ml_examples.md)
- [Deep learning examples](https://docs.zama.org/concrete-ml/1.5/tutorials/dl_examples.md)
- [API](https://docs.zama.org/concrete-ml/1.5/references/api.md)
- [Pandas support](https://docs.zama.org/concrete-ml/1.5/references/pandas.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.5/explanations/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.5/explanations/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.5/explanations/compilation.md)
- [Advanced features](https://docs.zama.org/concrete-ml/1.5/explanations/advanced_features.md)
- [Project architecture](https://docs.zama.org/concrete-ml/1.5/explanations/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.5/explanations/inner-workings/onnx_pipeline.md)
- [Quantization tools](https://docs.zama.org/concrete-ml/1.5/explanations/inner-workings/quantization_internal.md)
- [FHE Op-graph design](https://docs.zama.org/concrete-ml/1.5/explanations/inner-workings/fhe-op-graphs.md)
- [External libraries](https://docs.zama.org/concrete-ml/1.5/explanations/inner-workings/external_libraries.md)
- [Set up the project](https://docs.zama.org/concrete-ml/1.5/developers/project_setup.md)
- [Set up Docker](https://docs.zama.org/concrete-ml/1.5/developers/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.5/developers/documenting.md)
- [Support and issues](https://docs.zama.org/concrete-ml/1.5/developers/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.5/developers/contributing.md)
- [Support new ONNX node](https://docs.zama.org/concrete-ml/1.5/developers/support_new_onnx_node.md)

## 1.6

- [Welcome](https://docs.zama.org/concrete-ml/1.6/readme.md): Concrete ML is an open-source, privacy-preserving, machine learning framework based on Fully Homomorphic Encryption (FHE).
- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.6/get-started/getting-started.md)
- [Installation](https://docs.zama.org/concrete-ml/1.6/get-started/pip_installing.md)
- [Key concepts](https://docs.zama.org/concrete-ml/1.6/get-started/concepts.md)
- [Inference in the cloud](https://docs.zama.org/concrete-ml/1.6/get-started/cloud.md)
- [Linear models](https://docs.zama.org/concrete-ml/1.6/built-in-models/linear.md)
- [Tree-based models](https://docs.zama.org/concrete-ml/1.6/built-in-models/tree.md)
- [Neural networks](https://docs.zama.org/concrete-ml/1.6/built-in-models/neural-networks.md)
- [Nearest neighbors](https://docs.zama.org/concrete-ml/1.6/built-in-models/nearest-neighbors.md)
- [Encrypted dataframe](https://docs.zama.org/concrete-ml/1.6/built-in-models/encrypted_dataframe.md)
- [Encrypted training](https://docs.zama.org/concrete-ml/1.6/built-in-models/training.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.6/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.6/deep-learning/onnx_support.md)
- [Step-by-step guide](https://docs.zama.org/concrete-ml/1.6/deep-learning/fhe_friendly_models.md)
- [Debugging models](https://docs.zama.org/concrete-ml/1.6/deep-learning/fhe_assistant.md)
- [Optimizing inference](https://docs.zama.org/concrete-ml/1.6/deep-learning/optimizing_inference.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.6/guides/prediction_with_fhe.md)
- [Production deployment](https://docs.zama.org/concrete-ml/1.6/guides/client_server.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/1.6/guides/hybrid-models.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.6/guides/serialization.md)
- [See all tutorials](https://docs.zama.org/concrete-ml/1.6/tutorials/showcase.md)
- [Built-in model examples](https://docs.zama.org/concrete-ml/1.6/tutorials/ml_examples.md)
- [Deep learning examples](https://docs.zama.org/concrete-ml/1.6/tutorials/dl_examples.md)
- [API](https://docs.zama.org/concrete-ml/1.6/references/api.md)
- [Security and correctness](https://docs.zama.org/concrete-ml/1.6/explanations/security_and_correctness.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.6/explanations/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.6/explanations/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.6/explanations/compilation.md)
- [Advanced features](https://docs.zama.org/concrete-ml/1.6/explanations/advanced_features.md)
- [Project architecture](https://docs.zama.org/concrete-ml/1.6/explanations/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.6/explanations/inner-workings/onnx_pipeline.md)
- [Quantization tools](https://docs.zama.org/concrete-ml/1.6/explanations/inner-workings/quantization_internal.md)
- [FHE Op-graph design](https://docs.zama.org/concrete-ml/1.6/explanations/inner-workings/fhe-op-graphs.md)
- [External libraries](https://docs.zama.org/concrete-ml/1.6/explanations/inner-workings/external_libraries.md)
- [Set up the project](https://docs.zama.org/concrete-ml/1.6/developers/project_setup.md)
- [Set up Docker](https://docs.zama.org/concrete-ml/1.6/developers/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.6/developers/documenting.md)
- [Support and issues](https://docs.zama.org/concrete-ml/1.6/developers/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.6/developers/contributing.md)
- [Support new ONNX node](https://docs.zama.org/concrete-ml/1.6/developers/support_new_onnx_node.md)

## 1.7

- [Welcome](https://docs.zama.org/concrete-ml/1.7/readme.md): Concrete ML is an open-source, privacy-preserving, machine learning framework based on Fully Homomorphic Encryption (FHE).
- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.7/get-started/getting-started.md)
- [Installation](https://docs.zama.org/concrete-ml/1.7/get-started/pip_installing.md)
- [Key concepts](https://docs.zama.org/concrete-ml/1.7/get-started/concepts.md)
- [Inference in the cloud](https://docs.zama.org/concrete-ml/1.7/get-started/cloud.md)
- [Linear models](https://docs.zama.org/concrete-ml/1.7/built-in-models/linear.md)
- [Tree-based models](https://docs.zama.org/concrete-ml/1.7/built-in-models/tree.md)
- [Neural networks](https://docs.zama.org/concrete-ml/1.7/built-in-models/neural-networks.md)
- [Nearest neighbors](https://docs.zama.org/concrete-ml/1.7/built-in-models/nearest-neighbors.md)
- [Encrypted dataframe](https://docs.zama.org/concrete-ml/1.7/built-in-models/encrypted_dataframe.md)
- [Encrypted training](https://docs.zama.org/concrete-ml/1.7/built-in-models/training.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.7/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.7/deep-learning/onnx_support.md)
- [Step-by-step guide](https://docs.zama.org/concrete-ml/1.7/deep-learning/fhe_friendly_models.md)
- [Debugging models](https://docs.zama.org/concrete-ml/1.7/deep-learning/fhe_assistant.md)
- [Optimizing inference](https://docs.zama.org/concrete-ml/1.7/deep-learning/optimizing_inference.md)
- [Encrypted fine-tuning](https://docs.zama.org/concrete-ml/1.7/deep-learning/lora_training.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.7/guides/prediction_with_fhe.md)
- [Production deployment](https://docs.zama.org/concrete-ml/1.7/guides/client_server.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/1.7/guides/hybrid-models.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.7/guides/serialization.md)
- [GPU acceleration](https://docs.zama.org/concrete-ml/1.7/guides/using_gpu.md)
- [See all tutorials](https://docs.zama.org/concrete-ml/1.7/tutorials/showcase.md)
- [Built-in model examples](https://docs.zama.org/concrete-ml/1.7/tutorials/ml_examples.md)
- [Deep learning examples](https://docs.zama.org/concrete-ml/1.7/tutorials/dl_examples.md)
- [API](https://docs.zama.org/concrete-ml/1.7/references/api.md)
- [Security and correctness](https://docs.zama.org/concrete-ml/1.7/explanations/security_and_correctness.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.7/explanations/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.7/explanations/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.7/explanations/compilation.md)
- [Advanced features](https://docs.zama.org/concrete-ml/1.7/explanations/advanced_features.md)
- [Project architecture](https://docs.zama.org/concrete-ml/1.7/explanations/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.7/explanations/inner-workings/onnx_pipeline.md)
- [Quantization tools](https://docs.zama.org/concrete-ml/1.7/explanations/inner-workings/quantization_internal.md)
- [FHE Op-graph design](https://docs.zama.org/concrete-ml/1.7/explanations/inner-workings/fhe-op-graphs.md)
- [External libraries](https://docs.zama.org/concrete-ml/1.7/explanations/inner-workings/external_libraries.md)
- [Set up the project](https://docs.zama.org/concrete-ml/1.7/developers/project_setup.md)
- [Set up Docker](https://docs.zama.org/concrete-ml/1.7/developers/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.7/developers/documenting.md)
- [Support and issues](https://docs.zama.org/concrete-ml/1.7/developers/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.7/developers/contributing.md)
- [Support new ONNX node](https://docs.zama.org/concrete-ml/1.7/developers/support_new_onnx_node.md)

## 1.8

- [Welcome](https://docs.zama.org/concrete-ml/1.8/readme.md): Concrete ML is an open-source, privacy-preserving, machine learning framework based on Fully Homomorphic Encryption (FHE).
- [What is Concrete ML?](https://docs.zama.org/concrete-ml/1.8/get-started/getting-started.md)
- [Installation](https://docs.zama.org/concrete-ml/1.8/get-started/pip_installing.md)
- [Key concepts](https://docs.zama.org/concrete-ml/1.8/get-started/concepts.md)
- [Inference in the cloud](https://docs.zama.org/concrete-ml/1.8/get-started/cloud.md)
- [Linear models](https://docs.zama.org/concrete-ml/1.8/built-in-models/linear.md)
- [Tree-based models](https://docs.zama.org/concrete-ml/1.8/built-in-models/tree.md)
- [Neural networks](https://docs.zama.org/concrete-ml/1.8/built-in-models/neural-networks.md)
- [Nearest neighbors](https://docs.zama.org/concrete-ml/1.8/built-in-models/nearest-neighbors.md)
- [Encrypted dataframe](https://docs.zama.org/concrete-ml/1.8/built-in-models/encrypted_dataframe.md)
- [Encrypted training](https://docs.zama.org/concrete-ml/1.8/built-in-models/training.md)
- [Using Torch](https://docs.zama.org/concrete-ml/1.8/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/1.8/deep-learning/onnx_support.md)
- [Step-by-step guide](https://docs.zama.org/concrete-ml/1.8/deep-learning/fhe_friendly_models.md)
- [Debugging models](https://docs.zama.org/concrete-ml/1.8/deep-learning/fhe_assistant.md)
- [Optimizing inference](https://docs.zama.org/concrete-ml/1.8/deep-learning/optimizing_inference.md)
- [Encrypted fine-tuning](https://docs.zama.org/concrete-ml/1.8/deep-learning/lora_training.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/1.8/guides/prediction_with_fhe.md)
- [Production deployment](https://docs.zama.org/concrete-ml/1.8/guides/client_server.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/1.8/guides/hybrid-models.md)
- [Serialization](https://docs.zama.org/concrete-ml/1.8/guides/serialization.md)
- [GPU acceleration](https://docs.zama.org/concrete-ml/1.8/guides/using_gpu.md)
- [See all tutorials](https://docs.zama.org/concrete-ml/1.8/tutorials/showcase.md)
- [Built-in model examples](https://docs.zama.org/concrete-ml/1.8/tutorials/ml_examples.md)
- [Deep learning examples](https://docs.zama.org/concrete-ml/1.8/tutorials/dl_examples.md)
- [API](https://docs.zama.org/concrete-ml/1.8/references/api.md)
- [Security and correctness](https://docs.zama.org/concrete-ml/1.8/explanations/security_and_correctness.md)
- [Quantization](https://docs.zama.org/concrete-ml/1.8/explanations/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/1.8/explanations/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/1.8/explanations/compilation.md)
- [Advanced features](https://docs.zama.org/concrete-ml/1.8/explanations/advanced_features.md)
- [Project architecture](https://docs.zama.org/concrete-ml/1.8/explanations/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/1.8/explanations/inner-workings/onnx_pipeline.md)
- [Quantization tools](https://docs.zama.org/concrete-ml/1.8/explanations/inner-workings/quantization_internal.md)
- [FHE Op-graph design](https://docs.zama.org/concrete-ml/1.8/explanations/inner-workings/fhe-op-graphs.md)
- [External libraries](https://docs.zama.org/concrete-ml/1.8/explanations/inner-workings/external_libraries.md)
- [Set up the project](https://docs.zama.org/concrete-ml/1.8/developers/project_setup.md)
- [Set up Docker](https://docs.zama.org/concrete-ml/1.8/developers/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/1.8/developers/documenting.md)
- [Support and issues](https://docs.zama.org/concrete-ml/1.8/developers/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/1.8/developers/contributing.md)
- [Support new ONNX node](https://docs.zama.org/concrete-ml/1.8/developers/support_new_onnx_node.md)

## 1.9

- [Welcome](https://docs.zama.org/concrete-ml/readme.md): Concrete ML is an open-source, privacy-preserving, machine learning framework based on Fully Homomorphic Encryption (FHE).
- [What is Concrete ML?](https://docs.zama.org/concrete-ml/get-started/getting-started.md)
- [Installation](https://docs.zama.org/concrete-ml/get-started/pip_installing.md)
- [Key concepts](https://docs.zama.org/concrete-ml/get-started/concepts.md)
- [Inference in the cloud](https://docs.zama.org/concrete-ml/get-started/cloud.md)
- [Linear models](https://docs.zama.org/concrete-ml/built-in-models/linear.md)
- [Tree-based models](https://docs.zama.org/concrete-ml/built-in-models/tree.md)
- [Neural networks](https://docs.zama.org/concrete-ml/built-in-models/neural-networks.md)
- [Nearest neighbors](https://docs.zama.org/concrete-ml/built-in-models/nearest-neighbors.md)
- [Encrypted dataframe](https://docs.zama.org/concrete-ml/built-in-models/encrypted_dataframe.md)
- [Encrypted training](https://docs.zama.org/concrete-ml/built-in-models/training.md)
- [Inference](https://docs.zama.org/concrete-ml/llms/inference.md)
- [Encrypted fine-tuning](https://docs.zama.org/concrete-ml/llms/lora_training.md)
- [Using Torch](https://docs.zama.org/concrete-ml/deep-learning/torch_support.md)
- [Using ONNX](https://docs.zama.org/concrete-ml/deep-learning/onnx_support.md)
- [Step-by-step guide](https://docs.zama.org/concrete-ml/deep-learning/fhe_friendly_models.md)
- [Debugging models](https://docs.zama.org/concrete-ml/deep-learning/fhe_assistant.md)
- [Optimizing inference](https://docs.zama.org/concrete-ml/deep-learning/optimizing_inference.md)
- [Prediction with FHE](https://docs.zama.org/concrete-ml/guides/prediction_with_fhe.md)
- [Production deployment](https://docs.zama.org/concrete-ml/guides/client_server.md)
- [Hybrid models](https://docs.zama.org/concrete-ml/guides/hybrid-models.md)
- [Serialization](https://docs.zama.org/concrete-ml/guides/serialization.md)
- [GPU acceleration](https://docs.zama.org/concrete-ml/guides/using_gpu.md)
- [See all tutorials](https://docs.zama.org/concrete-ml/tutorials/showcase.md)
- [Built-in model examples](https://docs.zama.org/concrete-ml/tutorials/ml_examples.md)
- [Deep learning examples](https://docs.zama.org/concrete-ml/tutorials/dl_examples.md)
- [API](https://docs.zama.org/concrete-ml/references/api.md)
- [Security and correctness](https://docs.zama.org/concrete-ml/explanations/security_and_correctness.md)
- [Quantization](https://docs.zama.org/concrete-ml/explanations/quantization.md)
- [Pruning](https://docs.zama.org/concrete-ml/explanations/pruning.md)
- [Compilation](https://docs.zama.org/concrete-ml/explanations/compilation.md)
- [Advanced features](https://docs.zama.org/concrete-ml/explanations/advanced_features.md)
- [Project architecture](https://docs.zama.org/concrete-ml/explanations/inner-workings.md)
- [Importing ONNX](https://docs.zama.org/concrete-ml/explanations/inner-workings/onnx_pipeline.md)
- [Quantization tools](https://docs.zama.org/concrete-ml/explanations/inner-workings/quantization_internal.md)
- [FHE Op-graph design](https://docs.zama.org/concrete-ml/explanations/inner-workings/fhe-op-graphs.md)
- [External libraries](https://docs.zama.org/concrete-ml/explanations/inner-workings/external_libraries.md)
- [Set up the project](https://docs.zama.org/concrete-ml/developers/project_setup.md)
- [Set up Docker](https://docs.zama.org/concrete-ml/developers/docker_setup.md)
- [Documentation](https://docs.zama.org/concrete-ml/developers/documenting.md)
- [Support and issues](https://docs.zama.org/concrete-ml/developers/debug_support_submit_issues.md)
- [Contributing](https://docs.zama.org/concrete-ml/developers/contributing.md)
- [Support new ONNX node](https://docs.zama.org/concrete-ml/developers/support_new_onnx_node.md)


---

# Agent Instructions
This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com.

## Querying This Documentation
If you need additional information, you can query the documentation dynamically by asking a question.
Perform an HTTP GET request on a page URL with the `ask` query parameter:
```
GET https://docs.zama.org/concrete-ml/readme.md?ask=<question>
```
The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.
Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.