aloctavodia
I develop open-source software for Bayesian modeling and create educational material on probabilistic modeling, and exploratory analysis of Bayesian models.
PyMC-Labs, UNSAMSan Luis, Argentina
Pinned Repositories
awesome-bayes
List of resources for bayesian inference
BAP
Bayesian Analysis with Python (Second Edition)
BAP3
Figures and code examples from Bayesian Analysis with Python (third edition)
Bayesian-Analysis-with-Python
Bayesian Analysis with Python by Packt
BioEs
Bioinformática estructural usando Python
Doing_bayesian_data_analysis
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
intro_ciencia_de_datos
Curso introducctorio a ciencia de datos y Python
MetNum
Algunos Métodos Numéricos explicados usando Python
pymc3
Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.
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
aloctavodia's Repositories
aloctavodia/Doing_bayesian_data_analysis
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
aloctavodia/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
aloctavodia/BAP
Bayesian Analysis with Python (Second Edition)
aloctavodia/BAP3
Figures and code examples from Bayesian Analysis with Python (third edition)
aloctavodia/pymc3
Probabilistic Programming in Python. Uses Theano as a backend, supports NUTS and ADVI.
aloctavodia/awesome-bayes
List of resources for bayesian inference
aloctavodia/resources
PyMC3 educational resources
aloctavodia/aloctavodia.github.io
Personal website for Osvaldo Martin
aloctavodia/bambi
BAyesian Model-Building Interface (BAMBI) in Python.
aloctavodia/density_estimation
This repository contains notebooks with different probability density function estimators.
aloctavodia/plant_and_soil
aloctavodia/preliz
Tools to help you pick a prior
aloctavodia/Theano-PyMC
Theano-PyMC is a fork of the Theano library maintained by the PyMC developers
aloctavodia/arviz_example_data
Codes to generate ArviZ InferenceData examples
aloctavodia/arviz_misc
Various odds and ends that don't quite fit well anywhere else
aloctavodia/arviz_resources
Educational resources related to ArviZ
aloctavodia/blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
aloctavodia/bomeba0
yet another repository
aloctavodia/formulae
An attempt to parse model formulas and do cool stuff with them in Python
aloctavodia/gsoc
Numfocus Google Summer of Code Materials
aloctavodia/kulprit
Kullback-Leibler projections for Bayesian model selection in Generalised Linear Models
aloctavodia/LFO-CV-paper
aloctavodia/paper
aloctavodia/pymc4
Pre-release development of high-level probabilistic programming interface for TensorFlow
aloctavodia/pytensor
PyTensor is a fork of Aesara -- a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
aloctavodia/resources-1
Educational resources
aloctavodia/StatProofBook.github.io
The Book of Statistical Proofs
aloctavodia/talks
Talks
aloctavodia/TallerArgentinoCC.github.io
aloctavodia/xarray-einstats
Stats, linear algebra and einops for xarray