Xavier Dupré

@ENSAE 1999, Phd in Computer Science in 2004, @Microsoft, teacher in computer science at @ENSAE. Teaching account: @sdpython

Ecosystems: Python, scikit-learn, C#, NumPy, Windows, VS Code Extension, PyTorch, Tensorflow, Windows UI Library (WinUI), TypeScript, Playwright, Keras, Cuda

Projects

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

C++ - Released: 10 Nov 2018 - 14,384

ONNXMLTools enables conversion of models to ONNX

Python - Released: 16 Feb 2018 - 998

Convert scikit-learn models and pipelines to ONNX

Python - Released: 18 Dec 2018 - 510

Extends scikit-learn with new models, transformers, metrics, plotting.

Python - Released: 18 Nov 2017 - 69

New operators for the ReferenceEvaluator, new kernels for onnxruntime, CPU, CUDA

Python - Released: 25 Mar 2023 - 27

Mathematics, Algorithmic, Data-Science, Teaching Materials

Jupyter Notebook - Released: 18 Jun 2016 - 12

Streaming API for pandas applied to big datasets

Python - Released: 21 Sep 2017 - 27

Array APIs to write ONNX Graphs

Python - Released: 17 Mar 2023 - 7

DataFrame for ML.net

C# - Released: 09 Jul 2018 - 19

Scikit-learn wrapper for onnxruntime

Python - Released: 21 Feb 2019 - 5

XGBoost Wrapper for Microsoft.ML - https://github.com/dotnet/machinelearning

C# - Released: 19 Jun 2018 - 0