Name: Jianmin Wang
Type: User
Company: Yonsei University
Bio: Drug Design , Linux enthusiast , Medicinal_Chemistry_&_ Synthesis , Chemoinformatics , Data Science, Python and C/C++ programmer,Bioinformatics,Deep Learning,AI
Twitter: Jianmin4drugai
Location: **(China)
Blog: https://jianmin2drugai.github.io/
Jianmin Wang's Projects
Integrating Deep Neural Networks and Symbolic Inference for Organic Reactivity Prediction
Depict protein-ligand interactions, as calculated with PLIP, in UCSF Chimera
Tao Liu's open source libraries for bioinformatics (unstable, pre-alpha)
Tasks Assessing Protein Embeddings (TAPE), a set of five biologically relevant semi-supervised learning tasks spread across different domains of protein biology.
Shiny Web Application for Drug Target Identification with Large-Scale Public Binding Affinities Data
Code to supplement "Large-scale bioactivity analysis of the small-molecule assayed proteome"
An R package and Shiny App for MS-Based Targeted Metabolic Analyses
Source code for creating and manipulating the TCGA GAF data (version 3.0)
Therapeutics Data Commons: Machine Learning Datasets for Therapeutics
Workshops, Course Schedule and Teaching Assistant Review from my time as a chosen Undergraduate Teaching Assistant for the University of Pittsburgh course, BIOSC1540 - Computational Genomics taught by Dr. Miler Lee.
Computation using data flow graphs for scalable machine learning
Debugging, monitoring and visualization for Python Machine Learning and Data Science
This repository contains supplemental code and data files for the publication "Machine learning on drug-specific data to predict small molecule teratogenicity" by Challa et al.
Three-dimensional force fields fingerprints
some tools for working with protein (PDB) files in tensorflow
Molecular dynamics trajectory analysis in Tensorflow
An algorithm for prediction of clinical drug response using preclinical cell line data in cancer
The Databases for Drug Discovery (DDD)
Massively Multitask Neural Networks for Drug Discovery
Thermodynamics, phase equilibria, transport properties and chemical database component of Chemical Engineering Design Library (ChEDL)
A Grammar of Data Manipulation for Omics Data
Code and documentation for QSAR modeling and virtual screening of small molecule TMPRSS2 inhibitors
Temporal Non-Local Means for Biomedical Image Processing implemented in both Python and Julia
A collection of tools and databases for atomistic machine learning
End-To-End Molecular Dynamics (MD) Engine using PyTorch
A Deep Neural Network to predict small molecule torsion energy profiles with the accuracy of QM