ytworks's starred repositories

pytorch_forward_forward

Implementation of Hinton's forward-forward (FF) algorithm - an alternative to back-propagation

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DiffDock

Implementation of DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking

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ColabDesign

Making Protein Design accessible to all via Google Colab!

REINVENT4

AI molecular design tool for de novo design, scaffold hopping, R-group replacement, linker design and molecule optimization.

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ASE_ANI

ANI-1 neural net potential with python interface (ASE)

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posebusters

Plausibility checks for generated molecule poses.

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espsim

Scoring of shape and ESP similarity with RDKit

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openfe

The Open Free Energy toolkit

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FEgrow

An Open-Source Molecular Builder and Free Energy Preparation Workflow

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fep-benchmark

Benchmark set for relative free energy calculations.

jazzy

Fast calculation of hydrogen-bond strengths and free energy of hydration of small molecules.

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TS

Thompson Sampling

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DeepICL

Official Github for "3D Molecular Generative Framework for Interaction-guided Drug Design" (Nature Communications)

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piston

Evaluating Protein Binding Interfaces with Transformer Networks

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genesis

Source, test set, and document for Molecular Dynamics software, GENESIS.

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Uni-pKa

The official repository of Uni-pKa

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antibody-mutations

Assessing the impact of mutations on antibody-antigen binding affinity

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perses_protein_mutations

testing and benchmarking perses protein mutations

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ion_solvation_openmm

Ion solvation free energy with spherical boundary conditions

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TIES

Topology Superimposition based on joint graph traversal

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TIES_analysis

Python package to perform analysis on output energies from TIES programs.

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blues

Applications of nonequilibrium candidate Monte Carlo (NCMC) to ligand binding mode sampling

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