AlCorreia / GeFsLinks
Generative Forests in Python
☆35Updated 2 years ago
Alternatives and similar repositories for GeFs
Users that are interested in GeFs are comparing it to the libraries listed below
Sorting:
- A collection of commonly used datasets as benchmarks for density estimation in MaLe☆20Updated 6 years ago
- A curated collection of papers on probabilistic circuits, computational graphs encoding tractable probability distributions.☆51Updated last year
- CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.☆78Updated last year
- ☆53Updated 2 years ago
- Library for learning and inference with Sum-product Networks utilizing TensorFlow 2.x and Keras☆48Updated 3 months ago
- Library for Bayesian Neural Networks in PyTorch (first version as published in ProbProg2020)☆42Updated 4 years ago
- Code for UAI'19: Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning☆37Updated 5 years ago
- Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)☆65Updated 6 years ago
- Automated Scalable Bayesian Inference☆131Updated 3 years ago
- Approximate inference for Markov Gaussian processes using iterated Kalman smoothing, in JAX☆102Updated 2 years ago
- A collection of commonly used datasets as benchmarks for density estimation☆24Updated 6 years ago
- Functional tensors for probabilistic programming☆244Updated 2 years ago
- Loopy belief propagation for factor graphs on discrete variables, in JAX!☆65Updated last year
- Counterexample-Guided Learning of Monotonic Networks☆18Updated 3 years ago
- Jax SSM Library☆48Updated 3 years ago
- Code in support of the paper Continuous Mixtures of Tractable Probabilistic Models☆11Updated last year
- Code repo for "Function-Space Distributions over Kernels"☆32Updated 4 years ago
- Sum-Product Network learning routines in python☆27Updated 10 years ago
- Repository of models in Pyro☆30Updated last year
- Public repository for the work on bandit problems☆24Updated last year
- ☆12Updated 3 years ago
- Large-scale, multi-GPU capable, kernel solver☆195Updated 5 months ago
- Inference Combinators in JAX☆52Updated 7 months ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Updated 4 years ago
- ☆37Updated 3 years ago
- A community repository for benchmarking Bayesian methods☆112Updated 4 years ago
- Source code for my PhD thesis: Backpropagation Beyond the Gradient☆20Updated 2 years ago
- Code source of Learning Binary Trees by Argmin Differentiation.☆12Updated 3 years ago
- A Python Library for Deep Probabilistic Modeling☆62Updated last year
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago