Cheminformatics Tutorials - Herong's Tutorial Examples - v2.01, by Herong Yang
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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:
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Table of Contents
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