UCLA-StarAI / LearnPSDD
☆15Updated 6 years ago
Alternatives and similar repositories for LearnPSDD:
Users that are interested in LearnPSDD are comparing it to the libraries listed below
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- ☆52Updated last year
- Logistic Circuits☆35Updated 5 years ago
- Reference implementation of algorithms for reinforcement learning and Markov decision processes.☆11Updated 4 years ago
- Implementation of Bayesian Sum-Product Networks☆13Updated 4 years ago
- Generative Forests in Python☆34Updated last year
- PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020☆17Updated 3 years ago
- Code for "Efficient optimization of loops and limits with randomized telescoping sums"☆27Updated 5 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 3 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Updated 5 months ago
- ☆18Updated 2 years ago
- Optimally-weighted herding is Bayesian Quadrature☆16Updated 8 years ago
- Lernd is ∂ILP (dILP) framework implementation based on Deepmind's paper Learning Explanatory Rules from Noisy Data.☆23Updated last year
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 5 years ago
- Probabilistic programming system for fast and exact symbolic inference☆79Updated 8 months ago
- The Python PSDD Package☆16Updated 6 months ago
- Python package for Sentential Decision Diagrams (SDD)☆55Updated 3 weeks ago
- Probabilistic logic language for inference, planning and learning in static and dynamic domains☆15Updated 8 years ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆19Updated 5 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- Layered distributions using FLAX/JAX☆10Updated 4 years ago
- First-order knowledge compilation for lifted probabilistic inference☆11Updated 7 years ago
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 6 years ago
- Code for the benchmark containing dataset, models and metrics for productive concept learning -- a kind of compositional reasoning task t…☆17Updated 3 years ago
- A minimal implementation of a VAE with BinConcrete (relaxed Bernoulli) latent distribution in TensorFlow.☆21Updated 5 years ago
- ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language☆16Updated 5 years ago
- Code for the 2-simplicial Transformer paper☆18Updated 5 years ago
- Code for Unbiased Implicit Variational Inference (UIVI)☆14Updated 6 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- ☆43Updated 7 years ago