AustinRochford / Statistical-Rethinking-with-Python-and-PyMC3
Python/PyMC3 port of the examples in " Statistical Rethinking A Bayesian Course with Examples in R and Stan" by Richard McElreath
☆17Updated 7 years ago
Alternatives and similar repositories for Statistical-Rethinking-with-Python-and-PyMC3:
Users that are interested in Statistical-Rethinking-with-Python-and-PyMC3 are comparing it to the libraries listed below
- A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.☆16Updated 6 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Updated 6 years ago
- Source repository for the online book Exploratory Analysis of Bayesian Models.☆20Updated last week
- Probabilistic Programming and Bayesian Computing with PyMC☆3Updated 4 months ago
- Simulation based calibration and generation of synthetic data.☆49Updated 3 weeks ago
- Code and data for a simulation project aimed at computing statistical power for various dimensionality reduction and clustering algorithm…☆13Updated 5 years ago
- Machine Learning vs Statistical Methods for Time Series Forecasting: Size Matters☆40Updated 5 years ago
- Educational resources☆105Updated 3 years ago
- A Python package for Approximate Bayesian Computation☆36Updated 8 years ago
- An interactive visualization tool that transforms probabilistic programming models into an "Interactive Probabilistic Models Explorer".☆24Updated 10 months ago
- A Primer on Python for Statistical Programming and Data Science☆26Updated 6 years ago
- Gaussian Process and Uncertainty Quantification Summer School 2017☆26Updated 2 years ago
- A `select` accessor for easier subsetting of pandas DataFrames and Series☆34Updated last year
- Implementation of the Orthogonal Instantaneous Linear Mixing Model☆9Updated 2 years ago
- ☆14Updated 4 years ago
- A python tutorial on bayesian modeling techniques (PYMC3)☆20Updated 9 years ago
- ☆72Updated 6 years ago
- ☆30Updated 7 years ago
- Workshop on Bayesian inference using PyMC☆27Updated 3 years ago
- ☆31Updated 8 years ago
- Python library for Ceteris Paribus Plots (What-if plots)☆24Updated 3 years ago
- Book: Practical Probabilistic Machine Learning in Python☆10Updated 4 years ago
- Tool for exploring probability distributions.☆23Updated 3 months ago
- Gaussian Process Model Building Interface☆50Updated last month
- Introductory overview of Bayesian inference☆44Updated 6 years ago
- Robust piecewise regression☆12Updated 5 months ago
- Statistics lecture notes☆34Updated 9 years ago
- Probabilistic programming in Python workshop at Oslo universitetssykehus HF☆36Updated 8 years ago
- Minimax Estimation of Conditional Moment Models☆30Updated last year
- ☆15Updated 6 years ago