lucadiliello / semantic-loss-pytorchLinks
PyPSDD porting to Python 3 + PyTorch equivalent tree construction.
☆16Updated 2 years ago
Alternatives and similar repositories for semantic-loss-pytorch
Users that are interested in semantic-loss-pytorch are comparing it to the libraries listed below
Sorting:
- CausalFlows: A library for Causal Normalizing Flows in Pytorch☆29Updated 8 months ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆23Updated 2 years ago
- a python framework to build, learn and reason about probabilistic circuits and tensor networks☆131Updated last month
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆30Updated 2 years ago
- First-order knowledge compilation for lifted probabilistic inference☆11Updated 8 years ago
- Python package for Sentential Decision Diagrams (SDD)☆71Updated last month
- The Python PSDD Package☆19Updated 5 months ago
- ☆53Updated 2 years ago
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆306Updated this week
- Sparse Circuits on the GPU (ICLR2025)☆20Updated 3 weeks ago
- Deep Learning and Logical Reasoning from Data and Knowledge☆337Updated last year
- A Python Library for Deep Probabilistic Modeling☆62Updated last year
- ☆19Updated 3 years ago
- ☆62Updated 2 years ago
- Semantic Loss code☆62Updated 6 years ago
- Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts☆23Updated last year
- An implementation of EinsumNetworks in PyTorch.☆23Updated 8 months ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Updated last year
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Updated last year
- Stochastic Automatic Differentiation library for PyTorch.☆208Updated last year
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 6 years ago
- ☆123Updated 2 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 5 years ago
- An interactive tool for analyzing, executing, and improving dynamic programming algorithms.☆18Updated last year
- The Neuro-Symbolic Forward Reasoner☆26Updated 2 years ago
- DeepProbLog is an extension of ProbLog that integrates Probabilistic Logic Programming with deep learning by introducing the neural predi…☆290Updated last year
- ☆38Updated last year
- ☆36Updated last year
- Reasoning over weighted algebraic and logical constraints☆26Updated this week
- ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.☆390Updated 3 months ago