CHENG GAO's repositories
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome-math
A curated list of awesome mathematics resources
awesome-mlops
A curated list of references for MLOps
awesome-network-analysis
A curated list of awesome network analysis resources.
aws-for-bioinformatics
AWS for Bioinformatics Researchers
BlockchainHome
构建区块链学习的知识体系合集，汇聚各种区块链资源
book
Code for the book "Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory"
causalNLI
Data and code for the CausalNLI dataset paper
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
expert_readed_books
2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍
GenNet-multi-omic
GenNet multi-omic neural networks for gene-expression and methylation input
GENOA_meQTL
GENOA cis-meQTL mapping study
GML2023
Graph Machine Learning course, Xavier Bresson, 2023
gwaslab
A Python package for handling and visualizing GWAS summary statistics. https://cloufield.github.io/gwaslab/
LLMs-from-scratch
Implementing a ChatGPT-like LLM from scratch, step by step
MachineLearningNote
用python实现机器学习各种经典算法
oneliners
Useful bash one-liners for bioinformatics.
PMMAA
《Python 数学建模算法与应用》- 司守奎，知识点笔记 & 代码 (Python Mathematical Modeling)
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
scEval
Codes for paper: Evaluating the Utilities of Large Language Models in Single-cell Data Analysis.
ssm-book
Interactive textbook on state-space models
TCSC
TCSC (Tissue co-regulation score regression) is a statistical genetics method to identify causal tissues in diseases and complex traits.
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
to_read_books
toreadbooks
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
udlbook
Understanding Deep Learning - Simon J.D. Prince
UK_Biobank_GWAS
Overview of the data QC, code, and GWAS summary output from the 2017 UK Biobank data release