stanford-cs-229-machine-learning

Machine Learning Cheat Sheet

A comprehensive resource collection of machine learning concepts and techniques

VIP cheatsheets for Stanford's CS 229 Machine Learning

GitHub

18k stars
715 watching
4k forks
last commit: over 4 years ago
cheatsheetcs229data-sciencedeep-learningmachine-learningml-cheatsheetsupervised-learningunsupervised-learning

Related projects:

Repository Description Stars
kailashahirwar/cheatsheets-ai Provides essential reference materials for machine learning and deep learning researchers and engineers 15,137
faviovazquez/ds-cheatsheets A comprehensive resource collection of data science cheatsheets and tutorials covering various programming languages, tools, and techniques 14,817
soulmachine/machine-learning-cheat-sheet A collection of classical equations and diagrams on machine learning in LaTeX format 7,520
trekhleb/homemade-machine-learning Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics 23,191
dennybritz/deeplearning-papernotes A collection of notes and summaries on various deep learning research papers, including their topics, techniques, and applications. 4,416
d2l-ai/d2l-en An interactive deep learning book with code and discussions 24,218
redditsota/state-of-the-art-result-for-machine-learning-problems A curated collection of state-of-the-art results for various machine learning problems and domains, serving as a single reference point. 8,943
lexfridman/mit-deep-learning A collection of tutorials and code examples for learning deep learning concepts using MIT Deep Learning courses 10,190
microsoft/deepspeed A deep learning optimization library that simplifies distributed training and inference on modern computing hardware. 35,863
zuzoovn/machine-learning-for-software-engineers A structured study plan to help software developers learn machine learning and become a machine learning engineer 28,216
labmlai/annotated_deep_learning_paper_implementations Implementations of various deep learning algorithms and techniques with accompanying documentation 57,177
aporia-ai/mlnotify Automated notification system for machine learning model training 343
firmai/industry-machine-learning A curated collection of machine learning and data science projects applied to various industries. 7,274
mit-nlp/mitie A software toolkit for extracting information from text using machine learning and natural language processing techniques. 2,925
jindongwang/transferlearning A comprehensive resource for software developers to learn and implement transfer learning, domain adaptation, and related techniques. 13,547