Find open-source science resources
A directory of tools, AI models, datasets, and research resources for biotech, bioinformatics, and other scientific fields. Aggregated from curated GitHub awesome-lists, HuggingFace, bio.tools, Bioconductor, and more.
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6 of 6,223 resources
Universal components for differentiable scientific computing, packaging heterogeneous scientific tools into self-contained, portable, gradient-propagating components with auto-generated schemas, CLI/REST API/Python SDK interfaces, and reproducible deployment across local, cloud, and HPC environments (105+ stars, Apache 2.0)
Machine learning in Julia
Unified interface for local, global, gradient-based and derivative-free optimization (800+ stars)
Acausal modeling framework for automatically parallelized scientific machine learning (1.5k+ stars)
Scientific machine learning benchmarks & differential equation solvers
SDK & library for AI-driven scientific computing applications