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
Tensorflow implementation of "DeepDTA deep drug-target binding affinity prediction"
a deep learning architecture for protein-ligand binding affinity prediction
Deep learning-based drug-target interaction prediction / Deep belief net (DBN) based on Theano
Deep learning for cryo-EM maps post-processing
DeepFl-LogP a deep neural molecular descriptor
Code accompanying the paper "Deep reinforcement learning for multiparameter optimization in de novo drug design"
A pre-train and fine-tune method for predicting MS/MS spectra for a specific type of MS instrument
DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Binding Affinity Prediction (ECAI 2020)
深度学习500问,以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述,以帮助自己及有需要的读者。 全书分为17个章节,20多万字。由于水平有限,书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作,联系[email protected] 版权所有,违权必究 Tan 2018.06
A list of deep learning implementations in biology
Full package for applying deep learning to virtual slides.
Example code from the book "Deep Learning for the Life Sciences"
Learning protein representation for rigid-body docking
A known-to-unknown metabolite identification workflow
A deep learning package for many-body potential energy representation and molecular dynamics
https://moalquraishi.wordpress.com/2018/12/09/alphafold-casp13-what-just-happened/
Deep learning for molecules quantum chemistry properties prediction
deep learning toolkit (written on top of tensorflow) to streamline computational biology analysis
Ligand Binding Site detection using Deep Learning
deep learning models for drug properties prediction
A Drug-Target Interaction Prediction Toolkit with State-of-the-Art Deep Learning Methods and its Applications in Drug Repurposing and Virtual Screening
End-to-end deep learning toolkit for predicting protein binding sites and motifs.
Deep Learning for the ranking of protein-protein conformations