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advancedhmc.jl

Robust, modular and efficient implementation of advanced Hamiltonian Monte Carlo algorithms

annealedis.jl

Annealed Importance Sampling in Julia

beyond_bma_in_probprog

c-swm-1

Contrastive Learning of Structured World Models

commoncrawlprocessing

datacollection

Data collection, alignment and TAUS repository

distributions.jl

A Julia package for probability distributions and associated functions.

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

ept.jl

expectationprogrammingexperiments

get-all-hacker-news-submissions-comments

Simple Python scripts to download all Hacker News submissions and comments and store them in a PostgreSQL database.

honours

impactmap

lecture_download

Script to download lecture slides of my university courses.

mcmcchains.jl

Types and utility functions for summarizing Markov chain Monte Carlo simulations

minijyro.jl

Probabilistic programming with effect handlers

mlpractical

Machine Learning Practical course repository

model-zoo

Please do not feed the models

netzradar

A visualisation of the "Netzradar" dataset from DB Open Data.

numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

oxthesis

LaTeX template for an Oxford University thesis

poirot.jl

My name is Hercule Poirot and I am probably the greatest detective in the world.

preprocess

Corpus preprocessing

sdvi_neurips

treigerm.github.io

waternet

A convolutional neural network that identifies water in satellite images.