Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
☆792Nov 12, 2022Updated 3 years ago
Alternatives and similar repositories for Python-for-Probability-Statistics-and-Machine-Learning
Users that are interested in Python-for-Probability-Statistics-and-Machine-Learning are comparing it to the libraries listed below
Sorting:
- Second edition of Springer Book Python for Probability, Statistics, and Machine Learning☆373Sep 21, 2021Updated 4 years ago
- General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python☆991Sep 18, 2022Updated 3 years ago
- The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learni…☆724Sep 13, 2022Updated 3 years ago
- Notebooks for "Python for Signal Processing" book☆1,729Jul 29, 2020Updated 5 years ago
- Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog☆332Apr 25, 2023Updated 2 years ago
- VIP cheatsheets for Stanford's CME 106 Probability and Statistics for Engineers☆829Sep 9, 2020Updated 5 years ago
- The probability and statistics cookbook☆2,298Feb 20, 2023Updated 3 years ago
- Probability and Statistics Using Python Data Science Masters Course at UCSD (DSE 210)☆182Aug 21, 2017Updated 8 years ago
- Code repository for O'Reilly book☆3,232Sep 3, 2025Updated 5 months ago
- Resources for STA 633 class☆172May 18, 2017Updated 8 years ago
- aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-firs…☆28,413Jun 25, 2024Updated last year
- Introduction to Statistics using Python☆913Oct 8, 2020Updated 5 years ago
- Probabilistic reasoning and statistical analysis in TensorFlow☆4,414Feb 12, 2026Updated 2 weeks ago
- Notes, problems, simulations developed while following the MIT Open Courseware class "Probability Systems Analysis☆28Dec 18, 2022Updated 3 years ago
- An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code☆4,390Oct 27, 2022Updated 3 years ago
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆72Feb 15, 2016Updated 10 years ago
- Statsmodels: statistical modeling and econometrics in Python☆11,268Jan 13, 2026Updated last month
- Code and data associated with the book "Statistics for Data Scientists: 50 Essential Concepts"☆1,211Dec 16, 2022Updated 3 years ago
- Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"☆886Oct 29, 2021Updated 4 years ago
- Python Data Science Handbook: full text in Jupyter Notebooks☆46,850Jun 26, 2024Updated last year
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆28,896Mar 20, 2024Updated last year
- Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveragi…☆2,369Mar 31, 2024Updated last year
- rmarkdown-xaringan-slides☆11Jun 2, 2023Updated 2 years ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,591Nov 20, 2024Updated last year
- Jupyter notebooks contributed by QuantEcon developers, users and the community☆122Jul 15, 2023Updated 2 years ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆905Jul 16, 2021Updated 4 years ago
- Text and supporting code for Think Stats, 2nd Edition☆4,188Jan 23, 2025Updated last year
- An attempt to formalize my thoughts. A pythonic approach to mental housekeeping☆15Apr 21, 2016Updated 9 years ago
- Code of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]☆741Jan 11, 2022Updated 4 years ago
- iPython NOtebooks on Stats☆170Aug 17, 2024Updated last year
- A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks☆4,214Nov 26, 2023Updated 2 years ago
- Practice and tutorial-style notebooks covering wide variety of machine learning techniques☆3,300May 22, 2023Updated 2 years ago
- This is a repository of scripts developed as part of the 2020 ENCMP100 Section B3 lecture taught at University of Alberta.☆10Apr 2, 2020Updated 5 years ago
- Jupyter Notebooks for the class of Probability and Statistics☆12Nov 6, 2019Updated 6 years ago
- Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code☆689Aug 13, 2021Updated 4 years ago
- A collection of IPython notebooks covering various topics.☆2,604Oct 19, 2020Updated 5 years ago
- Notebooks for "Python for Signal Processing" book☆100May 2, 2014Updated 11 years ago
- ⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.☆25,882Oct 3, 2023Updated 2 years ago
- Curated list to learn the math basics for machine learning☆255May 22, 2018Updated 7 years ago