Code repository for Think Bayes.
☆1,688Mar 12, 2021Updated 5 years ago
Alternatives and similar repositories for ThinkBayes
Users that are interested in ThinkBayes are comparing it to the libraries listed below
Sorting:
- Text and code for the second edition of Think Bayes, by Allen Downey.☆2,022Jan 12, 2026Updated 2 months ago
- Text and supporting code for Think Stats, 2nd Edition☆4,199Jan 23, 2025Updated last year
- Jupyter Notebooks derived from Allen Downey's book Think Bayes.☆397Feb 25, 2016Updated 10 years ago
- Book and code for Think Complexity, 2nd edition☆784Sep 22, 2024Updated last year
- LaTeX source and supporting code for Think Python, 2nd edition, by Allen Downey.☆2,635Apr 9, 2024Updated last year
- Text and supporting code for Think OS: A Brief Introduction to Operating Systems, by Allen Downey.☆569Apr 28, 2020Updated 5 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
- Code for a tutorial on Bayesian Statistics by Allen Downey.☆357Oct 23, 2020Updated 5 years ago
- Jupyter notebooks and other resources for Think Python by Allen Downey, published by O'Reilly Media.☆2,588Mar 8, 2026Updated 2 weeks ago
- Think DSP: Digital Signal Processing in Python, by Allen B. Downey.☆4,502Feb 13, 2026Updated last month
- Notebooks containing R code from Richard McElreath's Statistical Rethinking☆72Feb 15, 2016Updated 10 years ago
- An introduction to Bayesian statistics using Python and (coming soon) R.☆134Sep 15, 2023Updated 2 years ago
- Bayesian Modeling and Probabilistic Programming in Python☆9,530Updated this week
- Text and supporting code for Modeling and Simulation in Python☆922Feb 1, 2026Updated last month
- Code for Allen Downey's book Think Complexity, published by O'Reilly Media.☆118Oct 1, 2024Updated last year
- A python tutorial on bayesian modeling techniques (PyMC3)☆2,510Apr 29, 2017Updated 8 years ago
- Bayesian Data Analysis demos for Python☆1,040Sep 19, 2025Updated 6 months ago
- Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke☆905Jul 16, 2021Updated 4 years ago
- Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath☆878Jun 15, 2020Updated 5 years ago
- Code for a workshop on statistical interference using computational methods in Python.☆226Mar 8, 2021Updated 5 years ago
- THIS IS THE **OLD** PYMC PROJECT (VERSION 2). PLEASE USE PYMC INSTEAD:☆875Jul 30, 2020Updated 5 years ago
- Repository for "Introduction to Artificial Neural Networks and Deep Learning: A Practical Guide with Applications in Python"☆2,823Oct 2, 2020Updated 5 years ago
- The "Python Machine Learning (1st edition)" book code repository and info resource☆12,601Nov 20, 2024Updated last year
- Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,exte…☆18,838Aug 7, 2024Updated last year
- Python Data Science Handbook: full text in Jupyter Notebooks☆47,093Jun 26, 2024Updated last year
- Site for a Data Science class taught by Allen Downey☆45May 3, 2022Updated 3 years ago
- A collection of Bayesian data analysis recipes using PyMC3☆561Oct 9, 2023Updated 2 years ago
- PyMC educational resources☆2,080Dec 23, 2024Updated last year
- LaTeX source and supporting code for Think Data Structures: Algorithms and Information Retrieval in Java☆563Apr 2, 2023Updated 2 years ago
- Statistical Rethinking course and book package☆2,354Updated this week
- Describing statistical models in Python using symbolic formulas☆979Updated this week
- Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on sing…☆28,138Updated this week
- (Deprecated) Experimental PyMC interface for TensorFlow Probability. Official work on this project has been discontinued.☆710Oct 4, 2021Updated 4 years ago
- Fast, flexible and easy to use probabilistic modelling in Python.☆3,512Mar 6, 2025Updated last year
- PyStan, the Python interface to Stan☆928Feb 17, 2021Updated 5 years ago
- A probabilistic programming language in TensorFlow. Deep generative models, variational inference.☆4,842Mar 18, 2024Updated 2 years ago
- Bayesian Data Analysis course at Aalto☆2,259Jan 8, 2026Updated 2 months ago
- Declarative visualization library for Python☆10,305Updated this week
- Bayesian Analysis with Python (Second Edition)☆676Aug 29, 2023Updated 2 years ago