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Chun-Wei Chen's Projects

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

app icon app

GitHub App that enforces the Developer Certificate of Origin (DCO) on Pull Requests

benchmark icon benchmark

TorchBench is a collection of open source benchmarks used to evaluate PyTorch performance.

datasets icon datasets

šŸ¤— The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data manipulation tools

dvbi icon dvbi

Drone-view building identification

gradio icon gradio

Create UIs for prototyping your machine learning model in 3 minutes

manylinux icon manylinux

Python wheels that work on any linux (almost)

mlagility icon mlagility

Machine Learning Agility (MLAgility) benchmark and benchmarking tools

models icon models

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

mypy icon mypy

Optional static typing for Python

netron icon netron

Visualizer for neural network, deep learning, and machine learning models

numpy icon numpy

The fundamental package for scientific computing with Python.

olive icon olive

OLive, meaning ONNX go live, integrates model conversion, optimization, correctness test and performance tuning into a single pipeline and outputs a production ready ONNX model with ONNX Runtime configurations (execution provider + optimization options)

onnx icon onnx

Open standard for machine learning interoperability

onnx-mlir icon onnx-mlir

Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure

onnx-r icon onnx-r

R Interface to Open Neural Network Exchange (ONNX)

onnx-script icon onnx-script

ONNX Script enables developers to naturally author ONNX functions and models using a subset of Python. āš ļø ONNX Script is in very early and active development and is not ready for production.

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