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William Li's Projects

quirk icon quirk

A drag-and-drop quantum circuit simulator that runs in your browser. A toy for exploring and understanding small quantum circuits.

rnaseq icon rnaseq

RNA sequencing analysis pipeline using STAR, RSEM, HISAT2 or Salmon with gene/isoform counts and extensive quality control.

scanpy icon scanpy

Single-cell analysis in Python. Scales to >1M cells.

scipy icon scipy

SciPy library main repository

scrapy icon scrapy

Scrapy, a fast high-level web crawling & scraping framework for Python.

scvi-tools icon scvi-tools

Deep probabilistic analysis of single-cell omics data

spyder icon spyder

Mirror repository for Spyder - The Scientific Python Development Environment

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

theano icon theano

Theano was a Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. It is being continued as aesara: www.github.com/pymc-devs/aesara

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tidyverse icon tidyverse

Easily install and load packages from the tidyverse

unilm icon unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

www.mlcompendium.com icon www.mlcompendium.com

The Machine Learning & Deep Learning Compendium is an open knowledge-sharing project compiled using Gitbook.

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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