UCLA-StarAI / ForcliftLinks
First-order knowledge compilation for lifted probabilistic inference
☆11Updated 8 years ago
Alternatives and similar repositories for Forclift
Users that are interested in Forclift are comparing it to the libraries listed below
Sorting:
- ☆54Updated 2 years ago
- a python framework to build, learn and reason about probabilistic circuits and tensor networks☆123Updated 2 weeks ago
- ☆19Updated 2 years ago
- Python package for Sentential Decision Diagrams (SDD)☆66Updated 7 months ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆11Updated 11 months ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- The Python PSDD Package☆19Updated 2 months ago
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 5 years ago
- Reasoning over weighted algebraic and logical constraints☆25Updated 2 weeks ago
- Sum-Product Network learning routines in python☆27Updated 10 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 5 years ago
- Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains☆16Updated 7 years ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆30Updated last year
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆21Updated 2 years ago
- PyPSDD porting to Python 3 + PyTorch equivalent tree construction.☆15Updated 2 years ago
- An implementation of EinsumNetworks in PyTorch.☆22Updated 4 months ago
- CausalFlows: A library for Causal Normalizing Flows in Pytorch☆23Updated 5 months ago
- Experimentation framework for Popper☆23Updated 2 months ago
- A Python Library for Deep Probabilistic Modeling☆62Updated 11 months ago
- BoostSRL: "Boosting for Statistical Relational Learning." A gradient-boosting based approach for learning different types of SRL models.☆32Updated 2 years ago
- Probabilistic Circuits from the Juice library☆106Updated last year
- A structured list of resources about Sum-Product Networks (SPNs)☆255Updated 4 years ago
- A TensorFlow Label Propagation library☆13Updated 7 years ago
- ☆15Updated 6 years ago
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆21Updated last year
- Exact inference for discrete probabilistic programs. (Research code, more documentation and ergonomics to come)☆85Updated 6 months ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆19Updated 6 years ago
- C. Hocquette and A. Cropper, Learning programs with magic values.☆19Updated 3 years ago
- An inductive logic programming system☆236Updated last week
- ☆18Updated 3 years ago