Python implementation of Bayesian online changepoint detection
BSD-3-CLAUSE License
Statistics for this project are still being loaded, please check back later.
Variational Bayes for Point Processes: implementation of Lloyd et al. (2015) on top of GPflow
convenient python functions for bayesian GLMs (using Stan / PyStan)
Conjugate Gradient Lower Bound
A python tutorial on bayesian modeling techniques (PyMC3)
Code for the paper "Minimum-Delay Adaptation in Non-Stationary Reinforcement Learning via Online ...
Mixed-norms and Hierarchical Bayesian models for the M/EEG inverse problem
Implementation of the GPCM and variations
A Python implementation of global optimization with gaussian processes.
Implementation of probabilistic programming and Bayesian algorithms in Python, based on C. David...
Interpretable neural spike train models with fully-Bayesian inference algorithms
Project on Bayesian Deep Learning
#ICML2022 Experimental codes of "On the Surrogate Gap between Contrastive and Supervised Losses"
Global Optimization for Bayesian Networks
Bayesian linear regression.
Bayesian inference in HSMMs and HMMs