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Xavier Dupré's Projects

diff2html icon diff2html

Pretty diff to html javascript library (diff2html)

hummingbird icon hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

lightgbm icon lightgbm

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

machinelearning icon machinelearning

ML.NET is an open source and cross-platform machine learning framework for .NET.

mlinsights icon mlinsights

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

mlprodict icon mlprodict

Productionize machine learning predictions, with ONNX or without

models icon models

A collection of pre-trained, state-of-the-art models in the ONNX format

nimbusml icon nimbusml

A Python package (pip-installable) with the functionality of ML.NET but with APIs that are similar to Scikit-Learn and components that integrate into Scikit-Learn pipelines.

olive icon olive

Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation.

onnx icon onnx

Open standard for machine learning interoperability

onnxcustom icon onnxcustom

Tutorial on how to convert machine learned models into ONNX

onnxruntime icon onnxruntime

ONNX Runtime: cross-platform, high performance scoring engine for ML models

onnxscript icon onnxscript

ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python.

protobuf icon protobuf

Protocol Buffers - Google's data interchange format

pyquickhelper icon pyquickhelper

Automation to publish materials for teaching, notebook rendering, sphinx extensions, Jenkins helpers...

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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