april-tools / cirkitLinks
a python framework to build, learn and reason about probabilistic circuits and tensor networks
☆133Updated last week
Alternatives and similar repositories for cirkit
Users that are interested in cirkit are comparing it to the libraries listed below
Sorting:
- An implementation of EinsumNetworks in PyTorch.☆23Updated 2 weeks ago
- Scalable training and inference for Probabilistic Circuits☆92Updated this week
- ☆53Updated 2 years ago
- CausalFlows: A library for Causal Normalizing Flows in Pytorch☆30Updated 9 months ago
- This repository holds the code for the NeurIPS 2022 paper, Semantic Probabilistic Layers☆31Updated 2 years ago
- PyTorch implementation for "HyperSPNs: Compact and Expressive Probabilistic Circuits", NeurIPS 2021☆13Updated 4 years ago
- Repository of PIXAR, a Pixel-based Auto-Regressive Language Model☆17Updated 4 months ago
- Stochastic Automatic Differentiation library for PyTorch.☆208Updated last year
- A Python Library for Deep Probabilistic Modeling☆62Updated last year
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 6 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 5 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆12Updated last year
- Squared Non-monotonic Probabilistic Circuits☆25Updated last year
- IVON optimizer for neural networks based on variational learning.☆81Updated last year
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆20Updated 6 years ago
- Codebase for VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming☆23Updated 2 years ago
- PyTorch linear operators for curvature matrices (Hessian, Fisher/GGN, KFAC, ...)☆62Updated this week
- Loopy belief propagation for factor graphs on discrete variables in JAX☆164Updated last year
- How to Turn Your Knowledge Graph Embeddings into Generative Models☆55Updated last year
- Sum Product Flow: An Easy and Extensible Library for Sum-Product Networks☆306Updated this week
- Official codebase for the "A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts" benchmark paper.☆11Updated last year
- Sketched linear operations for PyTorch☆100Updated 3 months ago
- The Python PSDD Package☆19Updated 6 months ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Updated 2 years ago
- Code for "Bayesian Structure Learning with Generative Flow Networks"☆95Updated 3 years ago
- Agustinus' very opiniated publication-ready plotting library☆71Updated 9 months ago
- Algorithms for computations on random manifolds made easier☆94Updated 2 years ago
- Sparse Circuits on the GPU (ICLR2025)☆20Updated last month
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆219Updated this week
- Python package for Sentential Decision Diagrams (SDD)☆71Updated last month