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Projects: pypi: DeepPurpose

https://packages.ecosyste.ms/registries/pypi.org/packages/DeepPurpose

a Deep Learning Based Toolkit for Drug Discovery
13 versions
Latest release: almost 5 years ago
590 downloads last month

Enhanced Analysis
Educational Contributors: kexinhuang@hsph.harvard.edu kh2383@nyu.edu tuf34885@temple.edu tianfanfu@ipsec-10-2-64-58.vpn.gatech.edu
Repository Activity:
Repository Owner: Kexin Huang (user)
PhD Student @ Stanford CS
README Analysis: DOI Found ArXiv Preprint
Science Score: 100/100
Starting Score: 100 points
Bonuses:
  • +80 Educational commit emails
    4 contributors with educational email addresses
  • +36 Science terms in README
    18 scientific terms found in README
  • +10 DOI references
    1 DOI references found in README
  • +6 Academic links
    1 academic links found in README
Penalties:
  • -10 PyPI ecosystem
    General-purpose ecosystem
  • -15 No science keywords
    No scientific terms found in keywords/classifiers
Very Likely Science (100)

Papers Mentioning DeepPurpose 6

10.1371/journal.pone.0246920
DTI-SNNFRA: Drug-target interaction prediction by shared nearest neighbors and fuzzy-rough approximation
Cited by: 5
Author(s): Sk Mazharul Islam, Sk Md Mosaddek Hossain, Sumanta Ray
Software Mentions: 4
Published: over 5 years ago
10.1093/bioinformatics/btaa1005
DeepPurpose: a deep learning library for drug–target interaction prediction
Cited by: 149
Author(s): Kexin Huang, Tianfan Fu, Lucas M. Glass, Marinka Žitnik, Cao Xiao, Jimeng Sun
Software Mentions: 1
Published: over 5 years ago
10.3390/biom11050643
CSConv2d: A 2-D Structural Convolution Neural Network with a Channel and Spatial Attention Mechanism for Protein-Ligand Binding Affinity Prediction
Cited by: 10
Author(s): Xun Wang, Driss Boutat, Jinfu Zhu, Alfonso Rodríguez‐Patón, Tao Song
Software Mentions: 1
Published: over 5 years ago
10.1007/s11030-021-10225-3
Convolutional neural networks (CNNs): concepts and applications in pharmacogenomics
Cited by: 8
Author(s): Joel Markus Vaz, S. Balaji
Software Mentions: 1
Published: over 5 years ago
10.3389/fgene.2021.638330
Repositioning Drugs to the Mitochondrial Fusion Protein 2 by Three-Tunnel Deep Neural Network for Alzheimer's Disease
Cited by: 4
Author(s): Xun Wang, Yue Zhong, Mao Ding
Software Mentions: 1
Published: over 5 years ago
10.3390/ijerph18031117
Machine and Deep Learning towards COVID-19 Diagnosis and Treatment: Survey, Challenges, and Future Directions
Cited by: 86
Author(s): Tarik Alafif, Abdul Muneeim Tehame, Saleh Bajaba, Ahmed Barnawi, Saad Zia
Software Mentions: 1
Published: over 5 years ago