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William Li's Projects

csharp-notebooks icon csharp-notebooks

Get started learning C# with C# notebooks powered by .NET Interactive and VS Code.

data-science-career icon data-science-career

Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository

desktop icon desktop

Fork of GitHub Desktop to support various Linux distributions

dive-into-machine-learning icon dive-into-machine-learning

Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)

djangoblog icon djangoblog

๐ŸบๅŸบไบŽDjango็š„ๅšๅฎข็ณป็ปŸ

face_classification icon face_classification

Real-time face detection and emotion/gender classification using fer2013/imdb datasets with a keras CNN model and openCV.

fastai icon fastai

The fastai deep learning library, plus lessons and tutorials

fastfold icon fastfold

Optimizing AlphaFold Training and Inference on GPU Clusters

gitignore icon gitignore

A collection of useful .gitignore templates

hamilton icon hamilton

A scalable general purpose micro-framework for defining dataflows. You can use it to build dataframes, numpy matrices, python objects, ML models, LLM workflows, etc. Embed Hamilton anywhere python runs, e.g. spark, airflow, jupyter, fastapi, python scripts, etc. Comes with lineage out of the box.

jarvis icon jarvis

Just A Rather Very Intelligent System

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

kubeflow icon kubeflow

Machine Learning Toolkit for Kubernetes

kubernetes icon kubernetes

Production-Grade Container Scheduling and Management

learnquantum icon learnquantum

Repo of resources to help learn about quantum computing.

machinelearning icon machinelearning

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

mathy icon mathy

Tools for using computer algebra systems to solve math problems step-by-step with reinforcement learning

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