jrjohansson / scientific-python-lectures
Lectures on scientific computing with python, as IPython notebooks.
☆3,483Updated 11 months ago
Related projects: ⓘ
- Tutorial material on the scientific Python ecosystem☆3,090Updated 2 weeks ago
- Anatomy of Matplotlib -- tutorial developed for the SciPy conference☆1,212Updated 3 years ago
- A collection of IPython notebooks covering various topics.☆2,611Updated 3 years ago
- Materials for my scikit-learn tutorial☆1,765Updated last year
- An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017☆2,047Updated 7 months ago
- Statistical Data Analysis in Python☆1,578Updated 9 years ago
- Code repository for Think Bayes.☆1,645Updated 3 years ago
- Source code for my collection of articles on using pandas.☆1,532Updated last year
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,705Updated 7 months ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,239Updated last year
- Matplotlib tutorial for beginner☆2,925Updated 3 months ago
- Recipes for using Python's pandas library☆6,620Updated 2 months ago
- Code of the IPython Minibook, 2nd edition (2015)☆341Updated 4 years ago
- Materials for my Pycon 2015 scikit-learn tutorial.☆892Updated 3 years ago
- common data analysis and machine learning tasks using python☆5,225Updated 5 months ago
- Jupyter notebooks from the scikit-learn video series☆3,661Updated 6 months ago
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,067Updated last year
- General Assembly's Data Science course in Washington, DC☆794Updated 3 years ago
- Official content for Harvard CS109☆1,762Updated last year
- Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.☆1,801Updated 2 weeks ago
- A collection of various notebook extensions for Jupyter☆5,224Updated 2 months ago
- Jupyter metapackage for installation, docs and chat☆14,859Updated last week
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,222Updated 5 months ago
- Open Content for self-directed learning in data science☆2,951Updated 8 months ago
- Text and supporting code for Think Stats, 2nd Edition☆4,021Updated 2 months ago
- ☆1,912Updated this week
- Public material for CS109☆1,478Updated last year
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆26,674Updated 2 months ago
- [DEPRECATED] See the new edition:☆972Updated 6 years ago
- Interactive Web Plotting with Bokeh in IPython notebook☆737Updated 10 months ago