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bbyun28's Projects

reactome2py icon reactome2py

python client for reactome content, analysis, and human functional protein interactions (FI) services api calls.

reinvent icon reinvent

Molecular De Novo design using Recurrent Neural Networks and Reinforcement Learning

release icon release

Deep Reinforcement Learning for de-novo Drug Design

resources icon resources

A Highly Opinionated List of Open Source Cheminformatics Resources

retrosynthesis-prediction icon retrosynthesis-prediction

Retrosynthesis reaction prediction using Transformer sequence to sequence models and SMILES based data augmentation

rjt-rl icon rjt-rl

RJT-RL: De novo molecular design using a Reversible Junction Tree and Reinforcement Learning

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.

rls-kf icon rls-kf

R Codes for Drug-Target Interaction Prediction

rna-seq-cb321qc icon rna-seq-cb321qc

Teaching RNA-seq experimental design and analysis + data storage and sharing for genomics data

rnadetector icon rnadetector

RNAdetector: a free user-friendly and stand-alone software for RNA-Seq data analysis

rnafusion icon rnafusion

RNA-seq analysis pipeline for detection gene-fusions

rnaseq icon rnaseq

RNA sequencing analysis pipeline using STAR, RSEM, HISAT2 or Salmon with gene/isoform counts and extensive quality control.

rosettafold icon rosettafold

This package contains deep learning models and related scripts for RoseTTAFold

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