amueller / introduction_to_ml_with_python
Notebooks and code for the book "Introduction to Machine Learning with Python"
☆7,447Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for introduction_to_ml_with_python
- Jupyter notebooks from the scikit-learn video series☆3,674Updated 8 months ago
- Materials for my scikit-learn tutorial☆1,767Updated last year
- common data analysis and machine learning tasks using python☆5,269Updated 7 months ago
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,724Updated 9 months ago
- Jupyter notebook and datasets from the pandas video series☆2,153Updated 8 months ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆43,158Updated 4 months ago
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,119Updated 4 years ago
- The "Python Machine Learning (3rd edition)" book code repository☆4,602Updated last year
- Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"☆2,784Updated 4 years ago
- Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media☆22,206Updated 10 months ago
- A collection of IPython notebooks covering various topics.☆2,611Updated 4 years ago
- Tutorial material on the scientific Python ecosystem☆3,104Updated last week
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,271Updated 7 months ago
- Jupyter metapackage for installation, docs and chat☆14,926Updated last week
- Jupyter notebooks for the code samples of the book "Deep Learning with Python"☆18,695Updated 4 months ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,251Updated 2 years ago
- code for Data Science From Scratch book☆8,695Updated last year
- Data Science Best Practices with pandas☆528Updated 4 years ago
- Recipes for using Python's pandas library☆6,653Updated 2 weeks ago
- Statistical Data Analysis in Python☆1,588Updated 9 years ago
- Matplotlib tutorial for beginner☆2,962Updated 5 months ago
- Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveragi…☆2,269Updated 7 months ago
- Tutorials on how to use pandas effectively to do data analysis☆1,104Updated last year
- The Python code to reproduce the illustrations from The Hundred-Page Machine Learning Book.☆1,809Updated 4 months ago
- Public material for CS109☆1,478Updated last year
- mglearn helper package for "Introduction to Machine Learning with Python"☆230Updated 7 months ago
- Source code for my collection of articles on using pandas.☆1,539Updated last year
- Custom Jupyter Notebook Themes☆9,774Updated last year
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,203Updated last year
- Text and supporting code for Think Stats, 2nd Edition☆4,028Updated 4 months ago