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all_time_slam_elo

bayes_workshop

Materials for a one-day Introduction to Bayesian Inference

bbs_bird_mistnet_split

Fetch North American Breeding Bird Survey data with mistnet train & test split

bbs_parsing

Extracts presence/absence by route from BBS data

bda-ep

EP example from Bayesian data analysis

blackjax

BlackJAX is a sampling library designed for ease of use, speed and modularity.

dadvi

dadvi-experiments

dgplib

Library for Deep Gaussian Processes based on GPflow

dqn-atari-tensorflow

Simplest Version of playing Atari with Deep Q Learning in Tensorflow

ebird-prep

elo-scheme

Just having a bit of fun with MIT Scheme after watching SICP

elo_demo_r

Just a quick demo of elo in R

em-mvn

Expectation maximisation for a mixture of multivariate normals

glicko-python

A simple implementation of the Glicko rating system

gp_experiments

gpexp

Experiments with GPs in R

greta

simple and scalable statistical modelling in R

greta_docker

hilbert_aging_pymc

Some experiments with tennis player aging curves using Hilbert space GPs in PyMC. Only experimental for now.

hmm-em

EM & Viterbi algorithm implementations as an exercise for study group

iid

Project to test the iid model in tennis

inla-python-experiments

Trying to get something like INLA going in python

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jax-hmc

Hamiltonian Monte Carlo in JAX

jax_advi

jax_elo

Extensions to the Elo algorithm implemented in JAX

jax_vs_numba_glicko

Comparing Jax and Numba for Glicko code

laplace_gp

Laplace approximation to GP in numpy

lecture-notes