Neural Networks: Zero to Hero

LLM101n: Let's build a Storyteller

TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

Fine-tune SAM (Segment Anything Model) for computer vision tasks such as semantic segmentation, matting, detection ... in specific scenarios

Fine-tune Segment-Anything Model with Lightning Fabric.

EfficientSAM: Leveraged Masked Image Pretraining for Efficient Segment Anything

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 machine learning software for extracting information from scholarly documents

A web scraping tool to systematically extract the text of scientific papers and corresponding metadata from university accessible journals.

A Python library to extract tabular data from PDFs

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

A JAX research toolkit for building, editing, and visualizing neural networks.

A proof of concept to scrape papers from journals

Home of StarCoder: fine-tuning & inference!

🦜🔗 Build context-aware reasoning applications

Molecular simulation in Julia

A minimal and aesthetically pleasing highlighting menu that makes color-coded highlighting much easier 🎨.

《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing

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

Rapid ML model deployment utility for KIM API

Website for hosting the Open Foundation Models Cheat Sheet.

Distributed Evolutionary Algorithms in Python

BibTeX entry generator

Inference code for LLaMA models on CPU and Mac M1/M2 GPU

⚛ download and manipulate atomistic datasets

Zeolite Simulation Environment

Fast, secure, efficient backup program

Official repository of the Wannier90 code

Small library for mocking pymongo collection objects for testing purposes

An extremely fast Python package installer and resolver, written in Rust.