William Li's repositories
williamlisci.github.io
my resume
alphafold
Open source code for AlphaFold.
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
awesome-tensorflow
TensorFlow - A curated list of dedicated resources http://tensorflow.org
Cirq
A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
ColossalAI
Making large AI models cheaper, faster and more accessible
csharp-notebooks
Get started learning C# with C# notebooks powered by .NET Interactive and VS Code.
data-science-career
Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository
desktop
Fork of GitHub Desktop to support various Linux distributions
DjangoBlog
🍺基于Django的博客系统
FastFold
Optimizing AlphaFold Training and Inference on GPU Clusters
gitignore
A collection of useful .gitignore templates
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.
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
NeMo
NeMo: a toolkit for conversational AI
opentrons
Software for writing protocols and running them on the Opentrons OT-2
rnaseq
RNA sequencing analysis pipeline using STAR, RSEM, HISAT2 or Salmon with gene/isoform counts and extensive quality control.
scanpy
Single-cell analysis in Python. Scales to >1M cells.
scikit-learn
scikit-learn: machine learning in Python
scvi-tools
Deep probabilistic analysis of single-cell omics data
spyder
Mirror repository for Spyder - The Scientific Python Development Environment
synth-shell
Boost your terminal, script by script
tensorflow
An Open Source Machine Learning Framework for Everyone
tidyverse
Easily install and load packages from the tidyverse
williamlisci
who am i
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite