School activities on application of Bayesian Statistics in Python.
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Updated
May 14, 2024 - Python
School activities on application of Bayesian Statistics in Python.
Fast & scalable MCMC for all your exoplanet needs!
Bayesian inference using the No-U-Turn sampler.
demonstration of uni-variate time series prediction by predicting monthly births in Sweden for the next 12 months
Asteroid Thermal Modeling
Simulating the detection of millihertz (mHz) gravitational waves (GWs) from astrophysical sources by a Storage Ring Gravitational-wave Observatory (SRGO).
Analysis by gender, age group, cancer type and prediction
A sphinx primer for ArviZ and PyMC contributors
Example code to perform linear mixed effects regression in a Bayesian setting using the PyMc3 framework
User Behavior Analytics, A/B Testing
Bayesian Gene Heritability Analysis from GWAS summary statistics
Comparing the performance of the probabilistic programming languages PyMC3 and Stan.
Markov Chain Monte Carlo binary network optimization
Code for fitting behavioural data from a quantifier production experiment with an RSA model (Uses PyMC3).
pymc-learn: Practical probabilistic machine learning in Python
Use this to determine the optimal route to go on a search for shortage struck essential commodities (gasoline, water, toilet paper etc.) using information from social media
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