@ENSAE 1999, Phd in Computer Science in 2004, @A2iA, @Autonomy, @Yahoo, @Microsoft since 2010, teacher in computer science at @ENSAE since 2000. @xadupre
mlinsights. Extends scikit-learn with new models, transformers, metrics, plotting.
73ensae_teaching_cs. Teaching materials in python at the @ENSAE
69mlprodict. Productionize machine learning predictions, with ONNX or without
66onnx-extended. New operators for the ReferenceEvaluator, new kernels for onnxruntime, CPU, CUDA
36pyensae. Helpers for teaching materials in python at the ENSAE
34pandas-streaming. Streaming API for pandas applied to big datasets
31python3_module_template. Template to create python module including unit tests, Sphinx documentation and setup.
20pyquickhelper. Automation to publish materials for teaching, notebook rendering, sphinx extensions, Jenkins helpers...
20onnxcustom. Tutorial on how to convert machine learned models into ONNX
14mlstatpy. Mathematics, Algorithmic, Data-Science, Teaching Materials
13onnx-array-api. Array APIs to write ONNX Graphs
11actuariat_python. French Teaching Materials in Python about Data-Science
9papierstat. Lectures on Machine Learning (French)
8pymyinstall. Batch install for python modules
52017_deeplearning_demo. Jupyter Notebook
4csharpyml. Playground with C#, Python, ML.net
4teachpyx. Teaching material about programmation and algorithmic (French)
4onnx-diagnostic. Investigate onnx models
4experimental-experiment. investigations
4pyrsslocal. Local RSS reader in python
3PyPDF2. A utility to read and write pdfs with Python
3ensae_teaching_dl. Teachings materials about deep learning at ENSAE
3jyquickhelper. Helpers for Jupyter notebooks around javascript
3td3a_cpp. Example of a python module using Cython and openmp
2pysqllike. Tentative to design map/reduce jobs (SQL, Pig)
2lecture_citation. Citations et lectures en tout genre
2myblog. content of my blog http://www.xavierdupre.fr/blog/xd_blog_nojs.html
2cpyquickhelper. Template to integrate C functions in python modules
2machinelearningext. additional transforms or trainers to project ml.net
2sphinx-runpython. Extensions for sphinx, execute python, collapse buttons, ...
2manydataapi. Helpers to access various API mostly for teaching purpose
2csharpy. C# + Python
2pymmails. Read, send emails in python
2pyPdf. Pure-Python PDF Library
1td3a_cpp_deep. Example of a python module using cpp and torch
1ensae_projects. Events, Cheat Sheets, Puzzles for Students
1mathenjeu. Maths for kids
1td2a_plotting. Simple pattern to package plotting functions
1pymlbenchmark. Benchmark about machine learning with python http://www.xavierdupre.fr/app/pymlbenchmark/helpsphinx/index.html
1code_beatrix. Games about algorithms for kids (French)
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