12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
- ml
- data-science
- machine-learning
- machine-learning-algorithms
Repository Index
47,133 repositories indexed
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Python Data Science Handbook: full text in Jupyter Notebooks
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
Your new Mentor for Data Science E-Learning.
- tensorflow
- machine-learning
- machine-vision
- datascience
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
A scikit-learn compatible neural network library that wraps PyTorch
🛠 All-in-one web-based IDE specialized for machine learning and data science.
A library for debugging/inspecting machine learning classifiers and explaining their predictions
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Use evolutionary algorithms instead of gridsearch in scikit-learn
Python package for Bayesian Machine Learning with scikit-learn API
- python
- bayesian-machine-learning
- machine-learning
- scikit-learn
A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.
- feature-selection
- data-science
- python
Python for chemoinformatics
- chemoinformatics
- scikit-learn
- cheminformatics
- python
scikit-learn wrappers for Python fastText.