Python cheminformatics

Open-source Python projects categorized as cheminformatics

Top 10 Python cheminformatic Projects

  • deep_gcns_torch

    Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

  • thermo

    Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • aizynthfinder

    A tool for retrosynthetic planning

  • datamol

    Molecular Processing Made Easy.

  • PubChemPy

    Python wrapper for the PubChem PUG REST API.

  • asciiMol

    Curses based ASCII molecule viewer for terminals.

  • Project mention: How would you work effectively with an extremely slow 56Kbps connection? | /r/linux | 2023-12-05

    Eventually I'll explore also the Mosh shell to deal with connection instabilities, but so far a disconnect would not cause any data loss, I just have to reconnect and Tmux will resume everything. Heck, I've even gone as far as visualizing molecules in 3D with ASCII MOL (https://github.com/dewberryants/asciiMol).

  • ScaffoldGraph

    ScaffoldGraph is an open-source cheminformatics library, built using RDKit and NetworkX, for the generation and analysis of scaffold networks and scaffold trees.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo
  • clamp

    Code for the paper Enhancing Activity Prediction Models in Drug Discovery with the Ability to Understand Human Language (by ml-jku)

  • PDN

    The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

  • Scopy

    An integrated negative design python library for desirable HTS/VS database design

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python cheminformatics related posts

Index

What are some of the best open-source cheminformatic projects in Python? This list will help you:

Project Stars
1 deep_gcns_torch 1,104
2 thermo 588
3 aizynthfinder 529
4 datamol 424
5 PubChemPy 357
6 asciiMol 350
7 ScaffoldGraph 158
8 clamp 78
9 PDN 57
10 Scopy 39

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