《Cookbook for Rustaceans in Finance》是一本专为金融行业的Rust开发者编写的实用指南，提供了一系列关于如何有效使用Rust语言来解决金融编程问题的详尽示例和解决方案。

🤱🏻 Turn any webpage into a desktop app with Rust. 🤱🏻 利用 Rust 轻松构建轻量级多端桌面应用

Master programming by recreating your favorite technologies from scratch.

Curated list of project-based tutorials

Machine learning, in numpy

High-Resolution Image Synthesis with Latent Diffusion Models

A dependency-free cross-platform swiss army knife for PDB files.

Collected scripts for Pymol

量化研究-券商金工研报复现

A fast reverse proxy to help you expose a local server behind a NAT or firewall to the internet.

ChatGPT in PyMOL now!

基于Python实现的内网穿透工具, Expose your local services to the internet.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

A collection of those pesky SDK folders: MacOSX10.1.5.sdk thru MacOSX11.3.sdk

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cycleg…

Must-read papers on graph neural networks (GNN)

AppFlowy is an open-source alternative to Notion. You are in charge of your data and customizations. Built with Flutter and Rust.

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

End-to-End Object Detection with Transformers

AutoGluon: AutoML for Image, Text, and Tabular Data

Jupyter Notebooks for learning the PyRosetta platform for biomolecular structure prediction and design

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Open-source foundation of the user-sponsored PyMOL molecular visualization system.

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

A Collection of Variational Autoencoders (VAE) in PyTorch.

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。