About This Book

This section provides some detailed information about this book - Cheminformatics Tutorials - Herong's Tutorial Examples.

Title: Cheminformatics Tutorials - Herong's Tutorial Examples

Author: Herong Yang - Contact by email via herong_yang@yahoo.com.

Category: Science / Chemistry / Computational & Molecular Modeling

Version/Edition: v2.01, 2023

Number of pages in PDF format: 399

Description: 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 2023 (Version v2.01) with minor updates.

Keywords: Cheminformatics, BioTech, Molecule, Open Babel, RDKit

Copyright:

Revision history:

Web version: https://www.herongyang.com/Cheminformatics - Provides free sample chapters, latest updates and readers' comments. The Web version of this book has been viewed a total of:

PDF/EPUB version: https://www.herongyang.com/Cheminformatics/PDF-Full-Version.html - Provides information on how to obtain the full version of this book in PDF, EPUB, or other format.

Table of Contents

About This Book

 SMILES (Simplified Molecular-Input Line-Entry System)

 Open Babel: The Open Source Chemistry Toolbox

 Using Open Babel Command: "obabel"

 Generating SVG Pictures with Open Babel

 Substructure Search with Open Babel

 Similarity Search with Open Babel

 Fingerprint Index for Fastsearch with Open Babel

 Stereochemistry with Open Babel

 Command Line Tools Provided by Open Babel

 RDKit: Open-Source Cheminformatics Software

 rdkit.Chem.rdchem - The Core Module

 rdkit.Chem.rdmolfiles - Molecular File Module

 rdkit.Chem.rdDepictor - Compute 2D Coordinates

 rdkit.Chem.Draw - Handle Molecule Images

 Molecule Substructure Search with RDKit

 rdkit.Chem.rdmolops - Molecule Operations

 Daylight Fingerprint Generator in RDKit

 Morgan Fingerprint Generator in RDKit

 RDKit Performance on Substructure Search

 Introduction to Molecular Fingerprints

 OCSR (Optical Chemical Structure Recognition)

 AlphaFold - Protein Structure Prediction

 Resources and Tools

 Cheminformatics Related Terminologies

 References

 Full Version in PDF/EPUB