Popular GitHub Repositories for Scientific Literature

PDF scientific paper translation with preserved formats - 基于 AI 完整保留排版的 PDF 文档全文双语翻译，支持 Google/DeepL/Ollama/OpenAI 等服务，提供 CLI/GUI/Docker/Zotero

Burn is a new comprehensive dynamic Deep Learning Framework built using Rust with extreme flexibility, compute efficiency and portability as its primary goals.

High accuracy RAG for answering questions from scientific documents with citations

mlpack: a fast, header-only C++ machine learning library

A machine learning software for extracting information from scholarly documents

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

A curated list of resources for using LLMs to develop more competitive grant applications.

A collection of scientific methods, processes, algorithms, and systems to build stories & models.

A library for scientific machine learning and physics-informed learning

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

Elegant easy-to-use neural networks + scientific computing in JAX. https://docs.kidger.site/equinox/

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

"AI-Researcher: Fully-Automated Scientific Discovery with LLM Agents" & "Open-Sourced Alternative to Google AI Co-Scientist"

A full spaCy pipeline and models for scientific/biomedical documents.

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values

A BERT model for scientific text.

An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations

The development repository for the deal.II finite element library

? ? Semantic search and workflows for medical/scientific papers

High-performance automatic differentiation of LLVM and MLIR.