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The Top 23 Probabilistic Programming Open Source Projects

Open source projects categorized as Probabilistic Programming
Categories > Programming Languages > Probabilistic Programming
Pm Pyro ⭐ 31
PyMC3-like Interface for Pyro
total releases 3most recent commit 4 years ago
Liesel ⭐ 31
A probabilistic programming framework
total releases 12most recent commit 4 months ago
Pyrovelocity ⭐ 31
𝒫robabilistic modeling of RNA velocity ⬱
total releases 3most recent commit 4 months ago
Mitosis.jl ⭐ 31
Automatic probabilistic programming for scientific machine learning and dynamical models
most recent commit 3 years ago
Brancher ⭐ 31
A python library for stochastic variational inference and differentiable probabilistic programming
total releases 5most recent commit 5 years ago
Gmm ⭐ 30
Variational Inference in Gaussian Mixture Model
most recent commit 3 years ago
Underwateracoustics.jl ⭐ 29
Julia toolbox for underwater acoustic modeling
most recent commit 8 months ago
Mcmctempering.jl ⭐ 27
Implementations of parallel tempering algorithms to augment samplers with tempering capabilities
most recent commit a year ago
Mimir ⭐ 26
Data-ish exploration through SQL+Uncertainty
most recent commit a year ago
Pyconhk2015 Adaptive Learning ⭐ 26
Materials for the talk on adaptive learning at PyCon HK 2015
most recent commit 8 years ago
Rb_probdsl ⭐ 26
implicit probabilistic programming embedded domain specific language for ruby
total releases 4most recent commit 14 years ago
Count Min Sketch ⭐ 25
Count-Min Sketch Implementation in C
most recent commit 3 years ago
Flowtorch ⭐ 25
Separating Normalizing Flows code from Pyro and improving API
most recent commit 3 years ago
Autoppl ⭐ 24
C++ template library for probabilistic programming
most recent commit 4 years ago
Cgpm ⭐ 24
Library of composable generative population models which serve as the modeling and inference backend of BayesDB.
most recent commit 4 years ago
Abstractppl.jl ⭐ 24
Common types and interfaces for probabilistic programming
most recent commit 6 months ago
Pymc Data Umbrella ⭐ 23
Website: Data Umbrella & PyMC open source sessions
most recent commit a year ago
Kerneldensityestimate.jl ⭐ 23
Kernel Density Estimate with product approximation using multiscale Gibbs sampling
most recent commit 3 months ago
Genify.jl ⭐ 22
Automatically convert Julia methods to Gen functions.
most recent commit 3 years ago
Turingbnpbenchmarks ⭐ 22
Benchmarks of Bayesian Nonparametric models in Turing and other PPLs
most recent commit 3 years ago
Pymc Stochastic Process ⭐ 22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
most recent commit 5 years ago
Blangsdk ⭐ 22
Blang's software development kit
most recent commit 7 months ago
Bloomfilter ⭐ 21
Simplistic (but fast) java implementation of a bloom filter.
most recent commit 4 years ago
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