分享 GitHub 上有趣、入门级的开源项目。Share interesting, entry-level open source projects on GitHub.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

《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。

A curated list of awesome Machine Learning frameworks, libraries and software.

为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

⛅ The right way to check the weather

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

match command-line arguments to their help text

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

An open-source tool-augmented conversational language model from Fudan University

"DeepTutor: AI-Powered Personalized Learning Assistant"

Model interpretability and understanding for PyTorch

Evolutionary Scale Modeling (esm): Pretrained language models for proteins

JAX-based neural network library

a generalist algorithm for cellular segmentation with human-in-the-loop capabilities

Deep probabilistic analysis of single-cell and spatial omics data

Biological foundation modeling from molecular to genome scale

ChIP-seq analysis notes from Ming Tang

Implementation of Alpha Fold 3 from the paper: "Accurate structure prediction of biomolecular interactions with AlphaFold3" in PyTorch

MACS -- Model-based Analysis of ChIP-Seq

Tools to process and analyze deep sequencing data.

Fast genome-wide functional annotation through orthology assignment

State is a machine learning model that predicts cellular perturbation response across diverse contexts

Implementation of Enformer, Deepmind's attention network for predicting gene expression, in Pytorch

Inclusive model of expression dynamics with conventional or metabolic labeling based scRNA-seq / multiomics, vector field reconstruction and differential geometry analyses

Sequential regulatory activity predictions with deep convolutional neural networks.

Repository for StripedHyena, a state-of-the-art beyond Transformer architecture