trappmartin / BayesianSumProductNetworksLinks
Implementation of Bayesian Sum-Product Networks
☆13Updated 5 years ago
Alternatives and similar repositories for BayesianSumProductNetworks
Users that are interested in BayesianSumProductNetworks are comparing it to the libraries listed below
Sorting:
- Probabilistic Circuits from the Juice library☆106Updated last year
- A framework for composing Neural Processes in Julia☆76Updated 4 years ago
- Sum-product networks in Julia.☆37Updated 2 years ago
- Logic Circuits from the Juice library☆49Updated last year
- Probabilistic Circuits in Julia☆10Updated last year
- A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.☆33Updated 5 years ago
- Probabilistic programming system for fast and exact symbolic inference☆82Updated last year
- The Juice package for circuits in artificial intelligence, both logic and probabilistic☆12Updated 3 years ago
- Practical tools for quantifying how well a sample approximates a target distribution☆27Updated 5 years ago
- Piecewise Deterministic Sampler library (Bouncy particle sampler, Zig Zag sampler, ...)☆33Updated 4 years ago
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆19Updated 6 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 5 years ago
- An experimental implementation of sum-product networks with dense unitary transformations in leaves☆13Updated 3 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆49Updated last year
- Code and supplementary material for "Automatic Bayesian Density Analysis", AAAI 19☆20Updated 6 years ago
- Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)☆34Updated 2 years ago
- Stochastic Gradient Markov Chain Monte Carlo and Optimisation☆17Updated 8 years ago
- ☆54Updated 2 years ago
- ☆20Updated 3 years ago
- Causal, Higher-Order, Probabilistic Programming☆174Updated 2 years ago
- Library for causal and probabilistic inference in Julia☆11Updated 8 months ago
- ☆28Updated 3 years ago
- E.T. Jaynes home phone.☆45Updated 4 years ago
- Differentiable Duckietown☆32Updated 6 years ago
- "Discontinuous Hamiltonian Monte Carlo for sampling discrete parameters" by Akihiko Nishimura, David Dunson, Jianfeng Lu☆28Updated 7 years ago
- Julia implementation of the Belief Propagation algorithm for a few discrete graphical models.☆14Updated 2 years ago
- Yet Another Source to Source Automatic Differentiation☆26Updated 6 years ago
- ☆15Updated 6 years ago
- DifferentialEquations.jl with PyTorch☆11Updated 2 years ago
- Gaussian Process package based on data augmentation, sparsity and natural gradients☆137Updated last year