homemade-machine-learning

eriklindernoren/ml-from-scratch24.1K

ML frameworks

Provides implementations of fundamental machine learning models and algorithms from scratch in Python

trekhleb/machine-learning-experiments1.7K

Machine learning sandbox

An interactive platform for exploring and comparing various machine learning algorithms and techniques using visualizations and example code.

trekhleb/machine-learning-octave857

Machine Learning Examples

A repository providing MatLab/Octave examples and explanations of popular machine learning algorithms

ddbourgin/numpy-ml15.8K

ML toolkit

A collection of machine learning algorithms implemented in NumPy for rapid experimentation and prototyping.

mostafa-samir/how-machine-learning-works4

Machine Learning Book Implementation

An implementation of Manning Publications' How Machine Learning Works book in Python using Jupyter Notebook

trekhleb/javascript-algorithms188.9K

Algorithms library

This repository provides JavaScript implementations of fundamental algorithms and data structures.

fchollet/deep-learning-with-python-notebooks18.8K

Code samples

Companion notebooks implementing code samples from the book on deep learning with Python

maitbayev/the-elements-of-statistical-learning404

Statistical learning textbook implementation

Notes and code implementation of statistical learning concepts from a textbook

justmarkham/scikit-learn-videos3.7K

Machine Learning Tutorial

A tutorial series on machine learning with Python using scikit-learn

jphall663/interpretable_machine_learning_with_python673

ML model transparency

Teaching software developers how to build transparent and explainable machine learning models using Python

thealgorithms/python195.5K

Algorithm repository

A collection of algorithm implementations in Python

rhiever/data-analysis-and-machine-learning-projects6.2K

data analysis projects

A repository of teaching materials, code, and data for various data analysis and machine learning projects.

gokumohandas/made-with-ml37.8K

ML development guide

Teaches machine learning fundamentals and software engineering practices for building production-ready ML applications

shanky-21/machine_learning29

Machine Learning Tutorials

A collection of machine learning techniques taught through interactive Jupyter Notebooks

labmlai/annotated_deep_learning_paper_implementations57.2K

Deep learning implementations

Implementations of various deep learning algorithms and techniques with accompanying documentation