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doctormobile's Projects

biopython icon biopython

Official git repository for Biopython (originally converted from CVS)

chemgan-challenge icon chemgan-challenge

Code for the paper: ChemGAN challenge for drug discovery: can AI reproduce natural chemical diversity? arXiv preprint arXiv:1708.08227.

chemprop icon chemprop

Message Passing Neural Networks for Molecule Property Prediction

code icon code

Compilation of R and Python programming codes on the Data Professor YouTube channel.

doctormobile.github.io icon doctormobile.github.io

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

drkg icon drkg

A knowledge graph and a set of tools for drug repurposing

gentrl icon gentrl

Generative Tensorial Reinforcement Learning (GENTRL) model

machine-learning icon machine-learning

머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)

markovmusic icon markovmusic

A markov chain based VERY simplistic procedural music generator.

personalized-model icon personalized-model

Imoto et al., A text-based computational framework for patient -specific modeling for classification of cancers. iScience 25, 103944 (2022)

pymultiomics icon pymultiomics

Python toolbox for multi-omics data mapping and analysis

pysbol3 icon pysbol3

Native python implementation of SBOL 3.0 specification

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.

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