Notes and exercise attempts for "An Introduction to Statistical Learning"
☆2,153Feb 14, 2023Updated 3 years ago
Alternatives and similar repositories for stat-learning
Users that are interested in stat-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,393Oct 27, 2022Updated 3 years ago
- Student Solutions to An Introduction to Statistical Learning with Applications in R☆204Apr 6, 2021Updated 4 years ago
- Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)☆292Nov 10, 2013Updated 12 years ago
- Work on Introduction to Statistical Learning☆120Oct 5, 2015Updated 10 years ago
- Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).☆377Sep 17, 2015Updated 10 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,439Jun 25, 2024Updated last year
- ☆110Aug 19, 2021Updated 4 years ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,601Nov 20, 2024Updated last year
- Machine Learning in R☆1,680Aug 22, 2025Updated 7 months ago
- Text and supporting code for Think Stats, 2nd Edition☆4,199Jan 23, 2025Updated last year
- Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1☆4,114Mar 30, 2021Updated 4 years ago
- Porting the R code in ISL to python. Labs and exercises☆202Aug 15, 2022Updated 3 years ago
- Statistical Rethinking course and book package☆2,354Mar 18, 2026Updated last week
- Free ways to dive into machine learning with Python and Jupyter Notebook. Notebooks, courses, and other links. (First posted in 2016.)☆11,397Jun 17, 2022Updated 3 years ago
- Code accompanying the book "Machine Learning for Hackers"☆3,811May 26, 2019Updated 6 years ago
- A curated list of awesome R packages, frameworks and software.☆6,430Sep 18, 2025Updated 6 months ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.☆25,827Updated this week
- Oxford Deep NLP 2017 course☆15,867Jul 2, 2023Updated 2 years ago
- a curated list of R tutorials for Data Science, NLP and Machine Learning☆2,086Mar 10, 2023Updated 3 years ago
- Code and slides for RStudio webinars☆1,533Feb 5, 2021Updated 5 years ago
- A curated list of data science blogs☆6,359Jun 5, 2024Updated last year
- R for data science: a book☆5,020Feb 27, 2026Updated 3 weeks ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆47,093Jun 26, 2024Updated last year
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,729Apr 16, 2024Updated last year
- A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks☆4,216Nov 26, 2023Updated 2 years ago
- useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html☆401Mar 5, 2018Updated 8 years ago
- Advanced R: a book☆2,454Mar 13, 2025Updated last year
- Statistical Rethinking course at MPI-EVA from Dec 2018 through Feb 2019☆2,021May 24, 2020Updated 5 years ago
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆28,159Updated this week
- Simple web scraping for R☆1,513Sep 9, 2025Updated 6 months ago
- Python code for "Probabilistic Machine learning" book by Kevin Murphy☆7,034Feb 26, 2026Updated 3 weeks ago
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,929Mar 20, 2024Updated 2 years ago
- A collection of IPython notebooks covering various topics.☆2,603Oct 19, 2020Updated 5 years ago
- Bayesian Data Analysis demos for R☆591Sep 12, 2025Updated 6 months ago
- A curated list of awesome Machine Learning frameworks, libraries and software.☆72,059Mar 15, 2026Updated last week
- Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"☆2,823Oct 2, 2020Updated 5 years ago
- Public facing notes page☆10,821Sep 7, 2025Updated 6 months ago
- Readings in applied data science☆1,616Jun 21, 2018Updated 7 years ago
- R's data.table package extends data.frame:☆3,870Mar 17, 2026Updated last week