introduction_to_ml_with_python

ML tutorials

A repository of notebooks and code for teaching machine learning with Python

Notebooks and code for the book "Introduction to Machine Learning with Python"

GitHub

7k stars
367 watching
5k forks
Language: Jupyter Notebook
last commit: 8 months ago
Linked from 2 awesome lists


Backlinks from these awesome lists:

Related projects:

Repository Description Stars
ageron/handson-ml A resource for learning machine learning with Python 25,199
justmarkham/scikit-learn-videos A tutorial series on machine learning with Python using scikit-learn 3,674
amueller/scipy_2015_sklearn_tutorial Tutorials and materials for learning machine learning with Python using popular libraries like scikit-learn. 576
gmonce/scikit-learn-book Source code and data for a machine learning book with Python tutorials 393
jphall663/interpretable_machine_learning_with_python Teaching software developers how to build transparent and explainable machine learning models using Python 673
mostafa-samir/how-machine-learning-works An implementation of Manning Publications' How Machine Learning Works book in Python using Jupyter Notebook 4
jakevdp/pythondatasciencehandbook An online guide and set of executable Jupyter notebooks providing an introduction to core libraries for data science in Python. 43,214
pybrain/pybrain A Python library that provides tools and models for machine learning 2,857
prml/prmlt A Matlab package implementing machine learning algorithms from the book PRML in an efficient and compact manner 6,026
fchollet/deep-learning-with-python-notebooks Companion notebooks implementing code samples from the book on deep learning with Python 18,712
eriklindernoren/ml-from-scratch Provides implementations of fundamental machine learning models and algorithms from scratch in Python 24,003
trekhleb/homemade-machine-learning Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics 23,121
visenger/handson-ml Teaches Machine Learning fundamentals in Python using Scikit-Learn and TensorFlow 6
mnielsen/neural-networks-and-deep-learning Provides Python code examples for neural networks and deep learning concepts 16,092
packtpublishing/machine-learning-for-streaming-data-with-python A comprehensive guide to building machine learning models for streaming data in Python 68