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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9 of 7,064 resources
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
Chemical reaction network and systems biology interface for scientific machine learning (SciML), enabling high-performance, GPU-parallelized simulation and analysis of complex biochemical systems with O(1) solvers (SciML, 518+ stars, Julia)
Physics-informed neural networks in Julia
Neural differential equations in Julia
Julia differential equations suite
A graph-based molecule modeling and chemoinformatics analysis toolkit fully implemented in Julia