protein-structure topic

List protein-structure repositories

Jupyter_Dock

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Jupyter Dock is a set of Jupyter Notebooks for performing molecular docking protocols interactively, as well as visualizing, converting file formats and analyzing the results.

tape-neurips2019

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Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology. (DEPRECATED)

EquiBind

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EquiBind: geometric deep learning for fast predictions of the 3D structure in which a small molecule binds to a protein

LiGAN

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Deep generative models of 3D grids for structure-based drug discovery

DeeplyTough

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DeeplyTough: Learning Structural Comparison of Protein Binding Sites

lightdock

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Protein-protein, protein-peptide and protein-DNA docking framework based on the GSO algorithm

dspp-keras

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Protein order and disorder data for Keras, Tensor Flow and Edward frameworks with automated update cycle made for continuous learning applications.

openfold

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Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

proteinnet

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Standardized data set for machine learning of protein structure