Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
- drug-discovery
- quantum-chemistry
- deep-learning
- biology
Repository Index
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PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.
Message Passing Neural Networks for Molecule Property Prediction
- machine-learning
- chemistry
- neural-networks
- drug-discovery
Python package for graph neural networks in chemistry and biology
- deep-learning
- graph-neural-networks
- dgl
- cheminformatics
A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)
- deep-learning
- pytorch
- deep-chemistry
- graph-neural-network
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
⚗ A package useful for chemistry written in Python
- chemistry
- physical-chemistry
- chemical-kinetics
- chemical-formulas
Molecular Processing Made Easy.
- python
- molecule
- rdkit
- drug-discovery
Benchmarks for generative chemistry
Python-centric Cookiecutter for Molecular Computational Chemistry Packages
- cookiecutter
- python-packages
- molecular-sciences
- conda-environment
Parsers and algorithms for computational chemistry logfiles
- python
- computational-chemistry
- quantum-chemistry
Descriptor computation(chemistry) and (optional) storage for machine learning
OPEM (Open Source PEM Fuel Cell Simulation Tool)
- chemistry
- pem
- fuel-cell
- opem
Molecule Validation and Standardization
- rdkit
- python
- chemistry
- cheminformatics
Multi-stage Riemannian flow matching for physically valid molecular docking, with GNINA scoring, PoseBusters filtering, CLI inference, and benchmarks.
- alphafold3
- docking
- drug-design
- drug-discovery