Awesome Cheminformatics

URL: https://github.com/hsiaoyi0504/awesome-cheminformatics#readme
Category: Themed Directories
Tags: biology, scientific-computing, data-science
Type: Curated directory / Awesome list

Overview

Awesome Cheminformatics is a curated, open directory of cheminformatics software, libraries, and learning resources focused on applying computational and data-driven methods to chemistry problems. It primarily highlights command-line and free/open‑source tools.

Features

Scope and Focus

• Curated list dedicated to cheminformatics (chemoinformatics / chemical informatics).
• Emphasis on tools and resources for applying computational and informational techniques to chemistry tasks.
• Focus on command-line, free, and open‑source software where possible.

Applications

• Visualization
  • Collection of tools for visualizing chemical structures, molecules, and related data.
• Command Line Tools
  • Command-line utilities for cheminformatics workflows (e.g., structure processing, conversions, batch analyses).
• Docking
  • Software for molecular docking and structure-based virtual screening.
• Virtual Machine
  • Virtual machine or preconfigured environments to run cheminformatics toolchains.

Libraries

• General Purpose
  • Programming libraries covering broad cheminformatics functionality (e.g., molecule representations, I/O, computation).
• Format Checking
  • Tools and libraries for validating and checking chemical file formats.
• Visualization Libraries
  • Libraries for rendering chemical structures, 2D/3D molecular graphics, and interactive views.
• Molecular Descriptors
  • Libraries to compute chemical descriptors and features for molecules.
• Machine Learning
  • Toolkits and libraries that connect cheminformatics data with machine learning workflows.
• Web APIs
  • HTTP/REST APIs for programmatic access to cheminformatics functions or data.
• Databases
  • Links and libraries related to chemical and molecular databases.
• Docking Libraries
  • Programmatic interfaces and libraries for docking workflows.
• Molecular Dynamics
  • Tools and libraries supporting molecular dynamics simulations.
• Other Libraries
  • Additional cheminformatics-related libraries that do not fit the above categories.

Learning & Reference Resources

• Journals
  • Selected scientific journals relevant to cheminformatics.
• Courses
  • Educational courses and training materials for learning cheminformatics.
• Blogs
  • Blogs and online commentary focused on cheminformatics topics.
• Books
  • Recommended books on cheminformatics and related computational chemistry topics.

Meta & Community

• Contributing Guidelines
  • CONTRIBUTING.md with instructions for proposing additions and improvements.
• Open License
  • Released under CC0 1.0 (public domain dedication), allowing free reuse and adaptation of the list.
• Part of the "Awesome" Ecosystem
  • Follows the format and standards of sindresorhus/awesome lists, including an Awesome badge and structure.

Pricing

Not applicable. This is a free, open, community-maintained directory of links and resources.

License

• License Type: Creative Commons CC0 1.0 Universal (Public Domain Dedication)
• Implication: Content can be copied, modified, and redistributed without restriction, to the extent permitted by applicable law.