bayesian-models
There are 26 repositories under bayesian-models topic.
phuijse/BLNNbook
Bayesian Learning and Neural Networks (jupyter book sources)
m-clark/R-models
A quick reference for how to run many models in R.
IDSIA/crema
Crema: Credal Models Algorithms
seby-sbirna/Cognitive-Modeling
This repository contains the collection of Cognitive Science computation modeling projects made for the DTU Human-Centered AI course 02458: Cognitive Modeling
chrlen/pure-probabilistic-programming
This repository is a collection of publications related to probabilistic programming languages, probabilistic modelling, inference and criticism of probabilistic models.
joemarlo/stonks-nlp
Bayesian MLM approach to sentiment analysis of r/wallstreetbets and Robinhood usage
NeuroLIAA/sibs
Visual Search Model: A Bayesian model for visual search on natural scenes.
pollsposition/dashboards
Electoral forecasting dashboards
adarshvee/CognitiveStatisticalModels
Does the mind have statistical models? Even if it does, are these models Bayesian? We explore these questions as a part of my Masters capstone project guided by Prof. Glenn Shafer
JBris/synthetic-control-pymc
Tutorials for the synthetic control method for causal inference using PyMC
tkusmierczyk/bayesian_hyperparameters_matching
Learning hyperparameters in Bayesian models by matching moments of prior predictive distributions.
avrohr/betl
This repository contains the code for the paper "Improving the Performance of Robust Control through Event-Triggered Learning".
mark-andrews/isdsr-book
RMarkdown source for the "Introduction to Statistics and Data Science Using R" textbook
Aariq/efi-2022-phenocam
Phenocam forecasting challenge done as part of the NEFI short course in 2020 https://ecoforecast.org/nefi2022/
adilsaid64/bayesian-football-match-prediction
Using Bayesian Modelling to predict Premier League football match wins. See Medium blog post.
ecoronado92/Hospital_Mortality_Rate_Est
bayesian | hierarchical-models
jhrcook/NeuroBio-316QC
NeuroBio 316QC: Probabilistic models for neural data: from single neurons to population dynamics
Jin93/PCa-mpMRI
This repository includes the code for the paper "Detection of Prostate Cancer with Multi-Parametric MRI Utilizing the Anatomic Structure of the Prostate".
jnispen/PPSDA
Jupyter notebooks for probabilistic modelling of vibrational spectroscopic datasets
lwenzler/deception-game
This repository contains the deception-game experiment. This game was created as a replication of the first experiment from the original study by Ransom et. al. 2019.
auroradonatelli/circadian-models
Supplementary material for Donatelli, A., Mastrantonio, G. & Ciucci, P. Circadian activity of small brown bear populations living in human-dominated landscapes. Sci Rep 12, 15804 (2022). https://doi.org/10.1038/s41598-022-20163-1
cuban-digital-language/Models-for-Information-Retrieval
Some models for information retrieval in Spanish text corpus of the Cuban social network
deepakag5/Bayesian-Inference
Bayesian Data Analysis, Model Comparison, Markov Chain Monte Carlo, JAGS
mahdiprs/Analytical-Bayesian-Models-To-Quantify-Pest-Eradication-Success
Bayesian models; analytical statistics; stochastic growth; zero-sightings; pest eradication success; population absence; biosecurity; probability generating functions;
ocbe-uio/synergysplines
An R package for Bayesian semi-parametric modelling of in-vitro drug combination experiments
Rutatu/Computational_modeling_for_cognitive_science
Portfolio assignments using Bayesian modeling within cognitive science field. 2020 spring semester at Aarhus University