arranger1044 / probabilistic-circuitsLinks
A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.
☆51Updated 2 years ago
Alternatives and similar repositories for probabilistic-circuits
Users that are interested in probabilistic-circuits are comparing it to the libraries listed below
Sorting:
- ☆53Updated 2 years ago
- ☆15Updated 7 years ago
- Probabilistic programming system for fast and exact symbolic inference☆85Updated last year
- The Python PSDD Package☆19Updated 6 months ago
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆78Updated last year
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated last year
- Generative Forests in Python☆35Updated 2 years ago
- Evaluation Framework for Probabilistic Programming Languages☆104Updated 2 years ago
- Probabilistic Circuits from the Juice library☆106Updated last year
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆20Updated 6 years ago
- Python package for Sentential Decision Diagrams (SDD)☆71Updated last month
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Updated last year
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 5 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆74Updated 3 years ago
- Repository of models in Pyro☆30Updated last year
- PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020☆17Updated 4 years ago
- A Python Library for Deep Probabilistic Modeling☆62Updated last year
- Composable kernels for scikit-learn implemented in JAX.☆47Updated 5 years ago
- Discontinuous Hamiltonian Monte Carlo in JAX☆42Updated 5 years ago
- [NeurIPS'19] Deep Equilibrium Models Jax Implementation☆42Updated 5 years ago
- Stochastic Automatic Differentiation library for PyTorch.☆208Updated last year
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆31Updated 2 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated 5 months ago
- A minimal implementation of a VAE with BinConcrete (relaxed Bernoulli) latent distribution in TensorFlow.☆22Updated 6 years ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆23Updated 2 years ago
- Neural network verification in JAX☆144Updated 2 years ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆47Updated 7 years ago
- Functional tensors for probabilistic programming☆245Updated 2 years ago
- Logistic Circuits☆36Updated 6 years ago