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mcmc_runtime_comparison
Compares Stan, PyMC, and PyMC + JAX numpyro sampler on a model for tennisjax_advi
paired-comparison-gp-laplace
Paired comparison model using Gaussian Process priorjax_elo
Extensions to the Elo algorithm implemented in JAXjax_vs_numba_glicko
Comparing Jax and Numba for Glicko codetennis_bayes_point_based
Code for "A point-based Bayesian hierarchical model to predict the outcome of tennis matches"roccupy
Fast multi-species occupancy detection modelling from R using OccuPy + reticulatesvgp
Code to fit scalable variational Gaussian processes (SVGP)sdm_ml
Machine learning models for (multi-) species distribution models to accompany the manuscript "Multi-Output Gaussian Processes for Species Distribution Modelling"tennis-stan
Jupyter notebooks and data to fit Bayesian Models for Tennis Predictionlaplace_gp
Laplace approximation to GP in numpyinla-python-experiments
Trying to get something like INLA going in pythontennisratingscpp
Fast tennis ratings calculations in R using Rcpp.tennis-sim
Some simple code to do Monte Carlo simulations of tennis matchestennis-data
Python-based tools to scrape tennis data and read datasets.dadvi
tennis_formats
Simulation for various tennis formatstennis_monte_carlo
A Monte Carlo simulator for tennis matches written in C++. It is set up to support both iid. simulation and the simulation of every possible non-iid. effect.stan_meetup_talk_august
A short talk on simple models in Stan (Linear regression & hierarchical models)elo_demo_r
Just a quick demo of elo in Rbayes_workshop
Materials for a one-day Introduction to Bayesian Inferencestan_f1
hmm-em
EM & Viterbi algorithm implementations as an exercise for study grouptennis-point-parser
Turns boolean sequence of server win/loss back into match scores.jax-hmc
Hamiltonian Monte Carlo in JAXglicko-python
A simple implementation of the Glicko rating systemelo-scheme
Just having a bit of fun with MIT Scheme after watching SICPhilbert_aging_pymc
Some experiments with tennis player aging curves using Hilbert space GPs in PyMC. Only experimental for now.Love Open Source and this site? Check out how you can help us