Awesome Deep Learning 4 Life Sciences
A collection of resources for Deep Learning in Python for Life Sciences (with focus on biotech and pharma).
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Tdc | 889 |  | 4 | 4 months ago | 32 | January 27, 2023 | 34 | mit | Jupyter Notebook | |
| Therapeutics Data Commons: Artificial Intelligence Foundation for Therapeutic Science | ||||||||||
| Dgl Lifesci | 558 |  | 4 | a year ago | 17 | December 21, 2022 | 25 | apache-2.0 | Python | |
| Python package for graph neural networks in chemistry and biology | ||||||||||
| Megnet | 444 | a year ago | 21 | bsd-3-clause | Jupyter Notebook | |||||
| Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals | ||||||||||
| Deepqmc | 308 | 5 months ago | 11 | November 20, 2023 | 2 | mit | Python | |||
| Deep learning quantum Monte Carlo for electrons in real space | ||||||||||
| Equiformer Pytorch | 207 | 3 months ago | 52 | October 18, 2023 | 1 | mit | Python | |||
| Implementation of the Equiformer, SE3/E3 equivariant attention network that reaches new SOTA, and adopted for use by EquiFold for protein folding | ||||||||||
| Mldl Md Dynamics | 145 | 3 years ago | ||||||||
| A repository of update in molecular dynamics field by recent progress in machine learning and deep learning. | ||||||||||
| Drugex | 142 | a year ago | 19 | mit | Python | |||||
| Deep learning toolkit for Drug Design with Pareto-based Multi-Objective optimization in Polypharmacology | ||||||||||
| Clairvoyante | 142 | 3 years ago | bsd-3-clause | Python | ||||||
| Clairvoyante: a multi-task convolutional deep neural network for variant calling in Single Molecule Sequencing | ||||||||||
| Neuralogic | 84 | 4 months ago | 2 | February 23, 2022 | mit | Java | ||||
| Deep relational learning through differentiable logic programming. | ||||||||||
| Molscribe | 83 | 7 months ago | 3 | April 06, 2023 | 3 | mit | Python | |||
| Robust Molecular Structure Recognition with Image-to-Graph Generation | ||||||||||
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