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Thomas J. Fan's Projects

distiller icon distiller

Neural Network Distiller: a Python package for neural network compression research.

dl-workshop icon dl-workshop

Crash course to master gradient-based machine learning. Also secretly a JAX course in disguise!

docker-scaler icon docker-scaler

Microservice providing a REST API that scales services in Docker Swarm.

enhancement_proposals icon enhancement_proposals

Enhancement proposals for scikit-learn: structured discussions and rational for large additions and modifications

fairlearn icon fairlearn

A Python package to assess and improve fairness of machine learning models.

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

flyte icon flyte

Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

flytectl icon flytectl

A cross platform CLI for Flyte. Written in Golang. Offers an intuitive interface to Flyte https://docs.flyte.org/projects/flytectl/en/latest/

flytekit icon flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

ghpr icon ghpr

Simple tool for pulling PRs locally

ibis icon ibis

A pandas-like deferred expression system, with first-class SQL support

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

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