figaro
Probabilistic model builder
An open-source probabilistic programming language and its core libraries for building complex probabilistic models
Figaro Programming Language and Core Libraries
757 stars
85 watching
153 forks
Language: HTML
last commit: over 2 years ago
Linked from 2 awesome lists
Related projects:
Repository | Description | Stars |
---|---|---|
google/edward2 | A tool for writing probabilistic models and manipulating their computation | 679 |
thepaw/probab | A tool for generating and manipulating probabilistic models in code. | 20 |
juliastats/pgm.jl | A Julia framework for building and analyzing probabilistic graphical models. | 52 |
probtorch/probtorch | A deep learning framework for probabilistic models that extends PyTorch with support for reparameterized distributions and Monte Carlo estimators. | 887 |
hakaru-dev/hakaru | A language for specifying and transforming probabilistic models and inference algorithms in Haskell. | 311 |
joashc/csharp-probability-monad | A monadic probabilistic programming framework for Bayesian modelling and inference in C#. | 96 |
prawn-cake/simple-models | A library to create validated dictionaries with flexible data structures and nested models. | 14 |
pgm-lab/inferpy | A high-level API for probabilistic modeling with a focus on ease of use and scalability | 147 |
ispras/tm | Implementation of probabilistic semantic analysis for multilingual text processing | 7 |
sisl/smile.jl | A Julia interface to Smile's C++ reasoning engine for probabilistic graphical models | 2 |
tylertreat/boomfilters | Probabilistic data structures for processing continuous, unbounded streams | 1,595 |
probprog/pyprob | A probabilistic programming system for simulators and high-performance computing based on PyTorch | 27 |
joshuaalbert/jaxns | A probabilistic programming framework for Bayesian inference and model comparison using nested sampling and JAX. | 147 |
studioml/studio | A framework to simplify and expedite model building experience by capturing experiment information, monitoring experiments, running jobs, managing artifacts, and performing hyperparameter search. | 379 |
alejoe91/multimodalfitting | A tool for constructing biophisically detailed single-neuron models from multimodal data | 4 |