AllenDowney / ThinkStats2
Text and supporting code for Think Stats, 2nd Edition
☆4,036Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for ThinkStats2
- Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.☆1,814Updated this week
- Code repository for Think Bayes.☆1,649Updated 3 years ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,255Updated 2 years ago
- Tutorial material on the scientific Python ecosystem☆3,106Updated 2 weeks ago
- Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"☆746Updated 2 years ago
- Statistical Data Analysis in Python☆1,589Updated 9 years ago
- Jupyter notebooks from the scikit-learn video series☆3,675Updated 8 months ago
- A collection of IPython notebooks covering various topics.☆2,611Updated 4 years ago
- Jupyter notebook and datasets from the pandas video series☆2,154Updated 8 months ago
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,732Updated 9 months ago
- common data analysis and machine learning tasks using python☆5,275Updated 7 months ago
- PyCon 2015 Pandas tutorial materials☆1,035Updated 7 months ago
- Materials for my scikit-learn tutorial☆1,769Updated last year
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,276Updated 7 months ago
- code for Data Science From Scratch book☆8,707Updated last year
- Recipes for using Python's pandas library☆6,666Updated 3 weeks ago
- Source code for my collection of articles on using pandas.☆1,539Updated last year
- Introduction to Statistics using Python☆899Updated 4 years ago
- Anatomy of Matplotlib -- tutorial developed for the SciPy conference☆1,216Updated 3 years ago
- Open Content for self-directed learning in data science☆2,962Updated 10 months ago
- Materials for my Pycon 2015 scikit-learn tutorial.☆895Updated 4 years ago
- Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"☆2,786Updated 4 years ago
- The "Python Machine Learning (2nd edition)" book code repository and info resource☆7,120Updated 4 years ago
- Lectures on scientific computing with python, as IPython notebooks.☆3,504Updated last year
- Code, Notebooks and Examples from Practical Business Python☆1,994Updated last year
- Code repository for O'Reilly book☆2,782Updated last week
- Python Data Science Handbook: full text in Jupyter Notebooks☆43,247Updated 4 months ago
- Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way☆1,445Updated 6 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆26,811Updated 4 months ago
- Public material for CS109☆1,477Updated last year