PGM-Lab / 2022-ProbAILinks
☆21Updated 3 years ago
Alternatives and similar repositories for 2022-ProbAI
Users that are interested in 2022-ProbAI are comparing it to the libraries listed below
Sorting:
- Tutorials and sampling algorithm comparisons☆75Updated this week
- Bayesian Bandits☆68Updated last year
- A framework for composing Neural Processes in Julia☆76Updated 4 years ago
- ☆17Updated 2 years ago
- Neat Bayesian machine learning examples☆58Updated 5 months ago
- Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)☆48Updated 3 years ago
- Materials of the Nordic Probabilistic AI School 2022.☆181Updated 2 years ago
- Code source of Learning Binary Trees by Argmin Differentiation.☆12Updated 2 years ago
- Repo for the Tutorials of Day1-Day2 of the Nordic Probabilistic AI School 2023☆17Updated 2 years ago
- An introduction to functional programming for scalable statistical computing☆75Updated 11 months ago
- Materials of the Nordic Probabilistic AI School 2023.☆90Updated last year
- probabilistic programming focused on fun☆41Updated 8 months ago
- Efficient, lightweight variational inference and approximation bounds☆43Updated last year
- Normalizing Flows using JAX☆83Updated last year
- Lightweight library of stochastic gradient MCMC algorithms written in JAX.☆104Updated last year
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 2 years ago
- Inference Combinators in JAX☆49Updated last month
- Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods☆22Updated last year
- A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.☆33Updated 4 years ago
- Course material for the PhD course in Advanced Bayesian Learning☆59Updated 3 months ago
- Tutorial materials of the Probabilistic Numerics Spring School.☆34Updated 2 years ago
- Generative Forests in Python☆35Updated last year
- Automated SMC with Probabilistic Program Proposals, for the Gen PPL.☆22Updated last year
- A library for uncertainty quantification based on PyTorch☆121Updated 3 years ago
- A simple library to run variational inference on Stan models.☆32Updated 2 years ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- An experimental language for causal reasoning☆214Updated 2 weeks ago
- Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)☆42Updated 3 years ago
- Automated Scalable Bayesian Inference☆131Updated 3 years ago
- ☆192Updated 2 months ago