homemade-machine-learning
Machine Learning Labs
Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
23k stars
938 watching
4k forks
Language: Jupyter Notebook
last commit: 9 days ago
Linked from 1 awesome list
algorithmjupyterjupyter-notebookmachine-learningmachine-learning-algorithmsmachinelearningpython
Related projects:
Repository | Description | Stars |
---|---|---|
eriklindernoren/ml-from-scratch | Provides implementations of fundamental machine learning models and algorithms from scratch in Python | 24,003 |
trekhleb/machine-learning-experiments | An interactive platform for exploring and comparing various machine learning algorithms and techniques using visualizations and example code. | 1,654 |
trekhleb/machine-learning-octave | A repository providing MatLab/Octave examples and explanations of popular machine learning algorithms | 852 |
ddbourgin/numpy-ml | A collection of machine learning algorithms implemented in NumPy for rapid experimentation and prototyping. | 15,466 |
mostafa-samir/how-machine-learning-works | An implementation of Manning Publications' How Machine Learning Works book in Python using Jupyter Notebook | 4 |
trekhleb/javascript-algorithms | This repository provides JavaScript implementations of fundamental algorithms and data structures. | 188,456 |
fchollet/deep-learning-with-python-notebooks | Companion notebooks implementing code samples from the book on deep learning with Python | 18,712 |
maitbayev/the-elements-of-statistical-learning | Notes and code implementation of statistical learning concepts from a textbook | 404 |
justmarkham/scikit-learn-videos | A tutorial series on machine learning with Python using scikit-learn | 3,674 |
jphall663/interpretable_machine_learning_with_python | Teaching software developers how to build transparent and explainable machine learning models using Python | 673 |
thealgorithms/python | A collection of algorithm implementations in Python | 194,305 |
rhiever/data-analysis-and-machine-learning-projects | A repository of teaching materials, code, and data for various data analysis and machine learning projects. | 6,128 |
gokumohandas/made-with-ml | Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications | 37,603 |
shanky-21/machine_learning | A collection of machine learning techniques taught through interactive Jupyter Notebooks | 29 |
labmlai/annotated_deep_learning_paper_implementations | Implementations of various deep learning algorithms and techniques with accompanying documentation | 56,215 |