Machine Learning From Scratch
🤖 Python implementations of some of the fundamental Machine Learning models and algorithms from scratch with interactive Jupyter demos and math being explained.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| C Plus Plus | 28,990 | 22 days ago | 30 | mit | C++ | |||||
| Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes. | ||||||||||
| 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" | ||||||||||
| Mlcourse.ai | 9,376 | 4 months ago | 11 | other | Python | |||||
| Open Machine Learning Course | ||||||||||
| Ai Learn | 8,256 | 4 months ago | 20 | |||||||
| 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域 | ||||||||||
| Machine Learning Mindmap | 4,400 | 4 years ago | 2 | apache-2.0 | ||||||
| A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning. | ||||||||||
| Mathematics For Ml | 3,374 | a year ago | 2 | |||||||
| 🧮 A collection of resources to learn mathematics for machine learning | ||||||||||
| Stats | 2,753 | 294 | 2,446 | a year ago | 14 | May 11, 2023 | 16 | mit | Go | |
| A well tested and comprehensive Golang statistics library package with no dependencies. | ||||||||||
| Data Science Roadmap | 2,445 | 5 months ago | 3 | mit | ||||||
| Data Science Roadmap from A to Z | ||||||||||
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Python
Jupyter Notebook
Deep Learning
Machine Learning
Natural Language Processing
Neural Network
Computer Vision
Data Science
Classification
Mathematics
Svm
Machine Learning Algorithms
Transfer Learning
Linear Regression
Logistic Regression
Random Forest
Ensemble Learning