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.
- 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.
