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Akhil Sanker's Projects

multi-bioner icon multi-bioner

Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning (Bioinformatics'19)

ngl icon ngl

WebGL protein viewer

pfeature icon pfeature

Computation of features of peptides and proteins

pocket2mol icon pocket2mol

Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets

protocolgromacs icon protocolgromacs

Automatic gromacs protocol from preparation to production with ligand parametrization through

pymed icon pymed

PyMed is a Python library that provides access to PubMed.

pymysql-pool icon pymysql-pool

A simple but robust connection pool (with multiplexing) base on PyMySQL, mainly used for multi threads mode, which also compatible with single thread mode.

rdkit icon rdkit

The official sources for the RDKit library

renet2 icon renet2

RENET2: High-Performance Full-text Gene-Disease Relation Extraction with Iterative Training Data Expansion

rl-graphinvent icon rl-graphinvent

RL-GraphINVENT is a platform for graph-based targeted molecular generation using graph neural networks and reinforcement learning. RL-GraphINVENT uses a Gated Graph Neural Network -based model fine-tuned using reinforcement learning to probabilistically generate new molecules with desired property profiles.

sfcnn icon sfcnn

A scoring function model based on 3D convolutional neural network for protein-ligand binding affinity prediction.

stanza icon stanza

Official Stanford NLP Python Library for Many Human Languages

torchdrug icon torchdrug

A powerful and flexible machine learning platform for drug discovery

toxibtl2 icon toxibtl2

Code for paper "ToxIBTL: prediction of peptide toxicity based on information bottleneck and transfer learning"

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