Cheminformatics Tutorials - Herong's Tutorial Examples
This ebook may not meet accessibility standards and may not be fully compatible with assistive technologies.
This book is a collection of notes and tutorial examples written by the author while he was learning cheminformatics and related tools. Topics include SMILES (Simplified Molecular-Input Line-Entry System) specifications; Open Babel chemical toolbox for file format conversion; Fingerprint index files used by Open Babel for fast search; RDKit for cheminformatics and machine learning; Substructure search and decomposition with RDKit; RDKit performance on large molecule datasets; molecular fingerprints generation methods; AlphaFold as an AI system to predict protein’s 3D structure. Updated in 2024 (Version v2.03) with minor updates.
For latest updates and free sample chapters, visit https://www.herongyang.com/Cheminformatics.
Details
- Publication Date
- Oct 31, 2024
- Language
- English
- Category
- Computers & Technology
- Copyright
- All Rights Reserved - Standard Copyright License
- Contributors
- By (author): Herong Yang
Specifications
- Format