JWarmenhoven / ISLR-pythonLinks
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
☆4,329Updated 2 years ago
Alternatives and similar repositories for ISLR-python
Users that are interested in ISLR-python are comparing it to the libraries listed below
Sorting:
- Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python☆936Updated 2 years ago
- Notes and exercise attempts for "An Introduction to Statistical Learning"☆2,142Updated 2 years ago
- A series of Python Jupyter notebooks that help you better understand "The Elements of Statistical Learning" book☆890Updated 3 years ago
- Text and supporting code for Think Stats, 2nd Edition☆4,100Updated 4 months ago
- Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"☆873Updated 3 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆682Updated 3 years ago
- Repository of teaching materials, code, and data for my data analysis and machine learning projects.☆6,325Updated 2 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆27,494Updated 11 months ago
- Materials for my scikit-learn tutorial☆1,790Updated 2 years ago
- Statistical Data Analysis in Python☆1,611Updated 9 years ago
- Public material for CS109☆1,480Updated 2 years ago
- common data analysis and machine learning tasks using python☆5,452Updated last year
- Notebooks and code for the book "Introduction to Machine Learning with Python"☆7,748Updated last year
- Text and code for the second edition of Think Bayes, by Allen Downey.☆1,922Updated 5 months ago
- Source code for my collection of articles on using pandas.☆1,559Updated 2 years ago
- Practice and tutorial-style notebooks covering wide variety of machine learning techniques☆3,225Updated 2 years ago
- Answers to 120 commonly asked data science interview questions.☆3,801Updated last year
- Coursera Machine Learning - Python code☆864Updated 4 years ago
- An Introduction to Statistical Learning with Applications in PYTHON☆540Updated 3 years ago
- Open Content for self-directed learning in data science☆2,968Updated 3 weeks ago
- Jupyter notebooks from the scikit-learn video series☆3,721Updated last year
- Porting the R code in ISL to python. Labs and exercises☆199Updated 2 years ago
- Solutions to labs and excercises from An Introduction to Statistical Learning, as Jupyter Notebooks.☆332Updated 11 months ago
- Recipes for using Python's pandas library☆6,838Updated 7 months ago
- 100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)☆2,716Updated 11 months ago
- The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"☆3,837Updated last year
- Code repository for O'Reilly book☆3,005Updated 5 months ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆6,798Updated 6 months ago
- Official content for Harvard CS109☆1,779Updated 2 years ago
- Anatomy of Matplotlib -- tutorial developed for the SciPy conference☆1,229Updated 3 years ago