Code and explanations on modeling a collegiate basketball tournament using pymc
-
Updated
Feb 1, 2017 - Jupyter Notebook
Code and explanations on modeling a collegiate basketball tournament using pymc
Software supporting M. Cavallaro, et al., 3β²-5β² crosstalk contributes to transcriptional bursting. Genome Biol 22, 56 (2021). https://doi.org/10.1186/s13059-020-02227-5
Robust Linear Regression with PyMC3
A sphinx primer for ArviZ and PyMC contributors
The Tumoroscope model in PyMC.
Horseshoe regression model fitted in PyMC.
Exploratory Analysis of Pipeline Accidents
Replication materials for "The Relational Bases of Informal Financial Cooperation" (Simpson, In Prep.)
PyMC source program to determine the number of clusters in multi-dimensional data by WBIC.
Python package of the 'Tumoroscope' model implemented in PyMC.
Tutorials for the synthetic control method for causal inference using PyMC
experimental jupyter notebook plugin GUI for defining probabilistic models in PyMC3
LΓ©vy's alpha-stable distribution for the Jax numerical framework
Demonstrating the use of behavior-driven development (BDD) to Bayesian growth models for assumption tracking.
Statistical rethinking by Richard McElreath. Learning notes, code port to PyMC (mainly for MCMC) v5 & Numpyro (mainly for `quap`).
The inference of emotions by a probabilistic programming language account for both the overall emotional responses and individual emotions for different outcomes.
Project aims at modeling the size distribution of sunspots greater than 60 millionths of a solar hemisphere (MSH) using a truncated log-normal distribution.
Polling data for forecasting models π§π· π¦π· π»πͺ πΊπΎ
Add a description, image, and links to the pymc topic page so that developers can more easily learn about it.
To associate your repository with the pymc topic, visit your repo's landing page and select "manage topics."