orico/www.mlcompendium.com

The Machine Learning & Deep Learning Compendium was a list of references in my private & single document, which I curated in order to expand my knowledge, it is now an open knowledge-sharing project compiled using Gitbook.

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This resource provides a comprehensive guide to machine learning and deep learning topics. It takes scattered articles, summaries, and links related to algorithms, techniques, and data science strategy, and organizes them into a single, easily navigable compendium. Data scientists, academics, and anyone learning about AI can use it to quickly find and understand complex concepts.

2,180 stars. No commits in the last 6 months.

Use this if you need a curated and organized collection of machine learning and deep learning knowledge, from algorithms to strategic data science topics, saving you time searching across many sources.

Not ideal if you are looking for an interactive tool to build or deploy models, or if you need executable code examples rather than summarized references.

data-science machine-learning-education deep-learning-research AI-learning data-science-management
No License Stale 6m No Package No Dependents
Maintenance 2 / 25
Adoption 10 / 25
Maturity 8 / 25
Community 20 / 25

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Jun 19, 2025

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