Learn the mathematics behind machine learning and explore various mathematical concepts within machine learning.

Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|

Homemade Machine Learning | 21,542 | a year ago | 23 | mit | Jupyter Notebook | |||||

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained | ||||||||||

C | 17,588 | 6 months ago | 21 | gpl-3.0 | C | |||||

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes. | ||||||||||

Mml Book.github.io | 12,032 | 6 months ago | 144 | Jupyter Notebook | ||||||

Companion webpage to the book "Mathematics For Machine Learning" | ||||||||||

Data Science Notes | 5,608 | 3 years ago | 12 | Jupyter Notebook | ||||||

数据科学的笔记以及资料搜集 | ||||||||||

Machine Learning Mindmap | 4,400 | 4 years ago | 2 | apache-2.0 | ||||||

A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. | ||||||||||

Ml Foundations | 2,224 | a year ago | 1 | mit | Jupyter Notebook | |||||

Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science | ||||||||||

Mathematics Roadmap | 1,694 | 6 months ago | ||||||||

A Comprehensive Roadmap to Mathematics | ||||||||||

Learn | 1,285 | 6 months ago | 1 | October 08, 2023 | 1 | other | Shell | |||

learn | ||||||||||

Awesome Ai Books | 1,086 | a year ago | mit | Jupyter Notebook | ||||||

Some awesome AI related books and pdfs for learning and downloading, also apply some playground models for learning | ||||||||||

High School Guide To Machine Learning | 959 | 6 months ago | ||||||||

Being a high schooler myself and having studied Machine Learning and Artificial Intelligence for a year now, I believe that there fails to exist a learning path in this field for High School students. This is my attempt at creating one. |

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