Code and explanations on modeling a collegiate basketball tournament using pymc
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Updated
Feb 1, 2017 - Jupyter Notebook
Code and explanations on modeling a collegiate basketball tournament using pymc
Software supporting M. Cavallaro, et al., 3′-5′ 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.
My algorithms implementation to discover the main themes that pervade a large and otherwise unstructured collection of documents.
Mining Plantation dataset, Data Cleaning and EDA, and modelling
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
Google colab notebooks used in a lecture on machine learning
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
Lévy's alpha-stable distribution for the Jax numerical framework
Project aims at modeling the size distribution of sunspots greater than 60 millionths of a solar hemisphere (MSH) using a truncated log-normal distribution.
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