Mathematics_for_machine_learning
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 | 9 months ago | 23 | mit | Jupyter Notebook | |||||
| 🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained | ||||||||||
| C | 17,588 | 3 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 | 3 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 | 10 months ago | 1 | mit | Jupyter Notebook | |||||
| Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science | ||||||||||
| Mathematics Roadmap | 1,694 | 3 months ago | ||||||||
| A Comprehensive Roadmap to Mathematics | ||||||||||
| Learn | 1,285 | 3 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 | 4 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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