jrjohansson / scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
☆3,516Updated last year
Alternatives and similar repositories for scientific-python-lectures:
Users that are interested in scientific-python-lectures are comparing it to the libraries listed below
- Tutorial material on the scientific Python ecosystem☆3,114Updated last week
- Anatomy of Matplotlib -- tutorial developed for the SciPy conference☆1,222Updated 3 years ago
- Statistical Data Analysis in Python☆1,594Updated 9 years ago
- Public material for CS109☆1,477Updated 2 years ago
- Materials for my scikit-learn tutorial☆1,775Updated last year
- Text and supporting code for Think Stats, 2nd Edition☆4,059Updated 6 months ago
- Code repository for Think Bayes.☆1,656Updated 3 years ago
- Official content for Harvard CS109☆1,767Updated 2 years ago
- Code of the IPython Minibook, 2nd edition (2015)☆345Updated 4 years ago
- Matplotlib tutorial for beginner☆2,990Updated 7 months ago
- A curated list of data science blogs☆6,336Updated 7 months ago
- 1st Edition of Elegant SciPy (O'Reilly Publishers)☆556Updated last week
- Numpy beginner tutorial☆490Updated 5 years ago
- common data analysis and machine learning tasks using python☆5,327Updated 9 months ago
- Jupyter notebooks from the scikit-learn video series☆3,689Updated 10 months ago
- Materials for my Pycon 2015 scikit-learn tutorial.☆896Updated 4 years ago
- [DEPRECATED] See the new edition:☆974Updated 6 years ago
- Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]☆734Updated 3 years ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,276Updated 2 years ago
- Tutorials on how to use pandas effectively to do data analysis☆1,107Updated 2 years ago
- Source code for my collection of articles on using pandas.☆1,542Updated 2 years ago
- General Assembly's Data Science course in Washington, DC☆798Updated 3 years ago
- An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017☆2,070Updated 11 months ago
- Text and code for the second edition of Think Bayes, by Allen Downey.☆1,854Updated last week
- A collection of various notebook extensions for Jupyter☆5,251Updated 6 months ago
- Open Content for self-directed learning in data science☆2,968Updated last year
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,756Updated 11 months ago
- Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"☆864Updated 3 years ago
- Free resources for learning data science☆2,929Updated 7 months ago
- Recipes for using Python's pandas library☆6,707Updated 2 months ago