Jie Zhang's repositories

IFP-RNN

A molecule generative model used interaction fingerprint (docking pose) as constraints.

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Awesome_AI_Aided_Drug_Design_Papers

https://chenxingqiang.github.io/Awesome_AI_Aided_Drug_Design_Papers/

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NMR-GCN

A code to predict atomic NMR chemical shift based GCN and QM calculation

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PyAutoFEP

PyAutoFEP: an automated FEP workflow for GROMACS integrating enhanced sampling methods

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3D-Generative-SBDD

💊 A 3D Generative Model for Structure-Based Drug Design (NeurIPS 2021)

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crem

CReM: chemically reasonable mutations framework

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fep-benchmark-dataset

Benchmark set for relative free energy calculations.

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genetic-algorithm

Genetic algorithm tutorial for Python

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hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs

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Icolos

Icolos: A workflow manager for structure based post-processing of de novo generated small molecules

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liGAN

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

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Pocket2Mol

Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets

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REINVENT

Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning

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TransVAE

A Transformer Based VAE Architecture for De Novo Molecular Design

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