Takshan's Projects
Here's how to use it:
This repo contains the 3D implementation of the commonly used attention mechanism for imaging.
π A 3D Generative Model for Structure-Based Drug Design (NeurIPS 2021)
:ab: ABC of chemoinformatics
Kinase Profilling
AiKPro: deep learning model for kinome-wide bioactivity profiling using structure-based sequence alignments and molecular 3D conformer ensemble descriptors
Open source code for AlphaFold.
Codes related to activities on AV including articles, hackathons and discussions.
The ANI-1ccx and ANI-1x data sets, coupled-cluster and density functional theory properties for organic molecules.
Atomic Simulation Environment - unofficial mirror from https://gitlab.com/ase/ase
ANI-1 neural net potential with python interface (ASE)
Python3 translation of AutoDockTools
Avogadro 1 is not under active development, the repository was archived in September 2021. Development of Avogadro 2 is being done at https://github.com/openchemistry/avogadrolibs. Avogadro is an advanced molecular editor designed for cross-platform use in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas.
A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models
Awesome papers related to generative molecular modeling and design.
A curated list of Python packages related to chemistry
List of software packages for single-cell data analysis, including RNA-seq, ATAC-seq, etc.
An awesome README template to jumpstart your projects!
A structural benchmark to measure point mutationsβ impact on kinase-ligand interactions
Tutorial on building a computing cluster for bioinformatics
Perform probe-guided blind docking with FTMap and DOCK6
a VMD plugin for binding affinity prediction using end-point free energy methods
Creative Commons Licenses for Github
An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]
Chainer Chemistry: A Library for Deep Learning in Biology and Chemistry
MoleculeNet benchmark dataset & MolMapNet dataset
Official Python client for accessing ChEMBL API.