Topic: probabilistic-programming Goto Github

👇 Here are 464 public repositories matching this topic...

bharathgs / awesome-pytorch-list
probabilistic-programming,A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
User: bharathgs
pytorch python machine-learning deep-learning tutorials papers awesome awesome-list pytorch-tutorials data-science

biaslab / forneylab.jl
probabilistic-programming,Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.
Organization: biaslab
bayesian-methods machine-learning factor-graph probabilistic-graphical-models probabilistic-programming state-space-models

blackjax-devs / blackjax
probabilistic-programming,BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.
Organization: blackjax-devs
Home Page: https://blackjax-devs.github.io/blackjax/
probabilistic-programming bayesian-inference sampling-methods hamiltonian-monte-carlo

blei-lab / edward
probabilistic-programming,A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
Organization: blei-lab
Home Page: http://edwardlib.org
bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming

brylevkirill / notes
probabilistic-programming,Learn about Machine Learning and Artificial Intelligence
User: brylevkirill
artificial-intelligence machine-learning deep-learning reinforcement-learning bayesian-inference probabilistic-programming knowledge-representation reasoning causal-inference knowledge-graph

christophmark / bayesloop
probabilistic-programming,Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
User: christophmark
Home Page: http://bayesloop.com
time-series-analysis model-selection bayesian-inference anomaly-detection probabilistic-programming

cosmicmind / algorithm
probabilistic-programming,Algorithm is a library of tools that is used to create intelligent applications.
Organization: cosmicmind
Home Page: http://cosmicmind.com
algorithm algorithms data-structures data-structure data-structures-algorithms probability probabilistic-programming set multiset dictionary

cscherrer / soss.jl
probabilistic-programming,Probabilistic programming via source rewriting
User: cscherrer
Home Page: https://cscherrer.github.io/Soss.jl/stable/
julia julia-language julia-library probabilistic-programming bayesian-inference bayesian-statistics metaprogramming

ctongfei / nexus
probabilistic-programming,Experimental tensor-typed deep learning
User: ctongfei
Home Page: https://tongfei.me/nexus/
deep-learning scala tensor probabilistic-programming differentiable-programming neural-network

dotnet / mbmlbook
probabilistic-programming,Sample code for the Model-Based Machine Learning book.
Organization: dotnet
Home Page: http://mbmlbook.com
machine-learning probabilistic-graphical-models probabilistic-models probabilistic-programming

google / edward2
probabilistic-programming,A simple probabilistic programming language.
Organization: google
bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming

google / uncertainty-baselines
probabilistic-programming,High-quality implementations of standard and SOTA methods on a variety of tasks.
Organization: google
bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming

hakaru-dev / hakaru
probabilistic-programming,A probabilistic programming language
Organization: hakaru-dev
bayesian-statistics haskell machine-learning maple probabilistic-programming

hexops / fastfilter
probabilistic-programming,fastfilter: Binary fuse & xor filters for Zig (faster and smaller than bloom filters)
Organization: hexops
Home Page: https://machengine.org/pkg/fastfilter/
xor-filter bloom-filter zig ziglang probabilistic-programming

jax-ml / oryx
probabilistic-programming,Oryx is a library for probabilistic programming and deep learning built on top of Jax.
Organization: jax-ml
Home Page: https://tensorflow.org/probability/oryx
jax probabilistic-programming python

jaxgaussianprocesses / gpjax
probabilistic-programming,Gaussian processes in JAX.
Organization: jaxgaussianprocesses
Home Page: https://docs.jaxgaussianprocesses.com/
gaussian-processes jax probabilistic-programming bayesian-inference machine-learning

juliagaussianprocesses / abstractgps.jl
probabilistic-programming,Abstract types and methods for Gaussian Processes.
Organization: juliagaussianprocesses
Home Page: https://juliagaussianprocesses.github.io/AbstractGPs.jl/dev
gaussian-processes julia gps probabilistic-programming

juliagaussianprocesses / stheno.jl
probabilistic-programming,Probabilistic Programming with Gaussian processes in Julia
Organization: juliagaussianprocesses
bayesian-inference probabilistic-programming approximate-inference gaussian-processes machine-learning

juliamath / measuretheory.jl
probabilistic-programming,"Distributions" that might not add to one.
Organization: juliamath
julia probabilistic-programming bayesian-inference probability statistics machine-learning

jwarmenhoven / dbda-python
probabilistic-programming,Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
User: jwarmenhoven
bayesian-data-analysis bayesian-inference pymc3 mcmc hierarchical-models kruschke probabilistic-programming

mindsdb / lightwood
probabilistic-programming,Lightwood is Legos for Machine Learning.
Organization: mindsdb
ml automl encoders mindsdb probabilistic-programming pytorch machine-learning neural-networks hacktoberfest

ml-kuleuven / problog
probabilistic-programming,ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
Organization: ml-kuleuven
Home Page: https://dtai.cs.kuleuven.be/problog/
problog prolog aproblog dtproblog probabilistic probabilistic-inference probabilistic-programming probabilistic-logic-programming lfi-problog

mxgmn / markovjunior
probabilistic-programming,Probabilistic language based on pattern matching and constraint propagation, 153 examples
User: mxgmn
algorithms csharp gamedev language probabilistic-programming procedural-generation voxel markovjunior cellular-automata

nimble-dev / nimble
probabilistic-programming,The base NIMBLE package for R
Organization: nimble-dev
Home Page: http://R-nimble.org
bayesian-inference mcmc hierarchical-models probabilistic-programming bayesian-methods r

pgm-lab / inferpy
probabilistic-programming,InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy
Organization: pgm-lab
Home Page: https://inferpy-docs.readthedocs.io/en/stable/index.html
probabilistic-programming neural-network tensorflow keras-tensorflow probabilistic-modeling user-friendly

probabilisticai / probai-2019
probabilistic-programming,Materials of the Nordic Probabilistic AI School 2019.
Organization: probabilisticai
Home Page: https://probabilistic.ai
probabilistic-ai probabilistic-machine-learning probabilistic-models probabilistic-programming bayesian deep-generative-models summer-school

probcomp / bayeslite
probabilistic-programming,BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
Organization: probcomp
Home Page: http://probcomp.csail.mit.edu/software/bayesdb
probabilistic-programming automatic-data-modeling data-science machine-learning databases

probcomp / gen.jl
probabilistic-programming,A general-purpose probabilistic programming system with programmable inference
Organization: probcomp
Home Page: https://gen.dev
probabilistic-programming gen deep-learning bayesian computer-vision machine-learning differentiable-programming robotics julia-language

probcomp / metaprob
probabilistic-programming,An embedded language for probabilistic programming and meta-programming.
Organization: probcomp
probabilistic-programming data-science clojure machine-learning

probcomp / pclean
probabilistic-programming,A domain-specific probabilistic programming language for scalable Bayesian data cleaning
Organization: probcomp
probabilistic-programming probabilistic-graphical-models data-cleaning data-cleansing bayesian-inference

probml / pyprobml
probabilistic-programming,Python code for "Probabilistic Machine learning" book by Kevin Murphy
Organization: probml
jupyter-notebooks machine-learning colab pml probabilistic-programming jax tensorflow pytorch pymc3 numpyro

probmods / dippl
probabilistic-programming,The Design and Implementation of Probabilistic Programming Languages
Organization: probmods
Home Page: http://dippl.org/
probabilistic-programming webppl tutorial

probmods / probmods2
probabilistic-programming,probmods 2: electric boogaloo
Organization: probmods
Home Page: https://probmods.org/v2
probabilistic-programming tutorial webppl cognitive-science

probmods / webppl
probabilistic-programming,Probabilistic programming for the web
Organization: probmods
Home Page: http://webppl.org
javascript webppl probabilistic-programming

pymc-devs / pymc
probabilistic-programming,Bayesian Modeling and Probabilistic Programming in Python
Organization: pymc-devs
Home Page: https://docs.pymc.io/
python statistical-analysis bayesian-inference mcmc variational-inference probabilistic-programming pytensor

pyro-ppl / funsor
probabilistic-programming,Functional tensors for probabilistic programming
Organization: pyro-ppl
Home Page: https://funsor.pyro.ai
jax machine-learning numpy probabilistic-programming pyro pytorch symbolic

pyro-ppl / numpyro
probabilistic-programming,Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Organization: pyro-ppl
Home Page: https://num.pyro.ai
pyro jax hmc inference-algorithms numpy bayesian-inference probabilistic-programming mcmc

pyro-ppl / pyro
probabilistic-programming,Deep universal probabilistic programming with Python and PyTorch
Organization: pyro-ppl
Home Page: http://pyro.ai
python pytorch machine-learning bayesian probabilistic-programming bayesian-inference variational-inference probabilistic-modeling deep-learning

rant-lang / rant
probabilistic-programming,Rant - The templating language for procedural generation.
Organization: rant-lang
rant4 language rant crates procgen templating template-language procedural-generation mocking procedural-text

rlouf / mcx
probabilistic-programming,Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
User: rlouf
Home Page: https://rlouf.github.io/mcx
probabilistic-programming

stan-dev / pystan2
probabilistic-programming,PyStan, the Python interface to Stan
Organization: stan-dev
python stan statistics machine-learning probabilistic-programming

storopoli / bayesian-statistics
probabilistic-programming,This repository holds slides and code for a full Bayesian statistics graduate course.
User: storopoli
bayesian bayesian-statistics course julia probabilistic-programming probability stan turing

tensorflow / probability
probabilistic-programming,Probabilistic reasoning and statistical analysis in TensorFlow
Organization: tensorflow
Home Page: https://www.tensorflow.org/probability/
tensorflow bayesian-methods deep-learning machine-learning data-science neural-networks statistics probabilistic-programming

thu-ml / zhusuan
probabilistic-programming,A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
Organization: thu-ml
Home Page: http://zhusuan.readthedocs.io
bayesian-inference probabilistic-programming graphical-models generative-models deep-learning

turinglang / dynamicppl.jl
probabilistic-programming,Implementation of domain-specific language (DSL) for dynamic probabilistic programming
Organization: turinglang
Home Page: https://turinglang.org/DynamicPPL.jl/
probabilistic-programming probability-theory

turinglang / turing.jl
probabilistic-programming,Bayesian inference with probabilistic programming.
Organization: turinglang
Home Page: https://turinglang.org
machine-learning probabilistic-programming julia-language artificial-intelligence bayesian-inference hamiltonian-monte-carlo turing bayesian-statistics mcmc hmc

turinglang / turingtutorials
probabilistic-programming,Educational material and tutorials for the Turing language
Organization: turinglang
Home Page: https://turinglang.org/stable/tutorials/
machine-learning probabilistic-programming turing-language julia

tylertreat / boomfilters
probabilistic-programming,Probabilistic data structures for processing continuous, unbounded streams.
User: tylertreat
bloom-filter go stable-bloom-filters cuckoo-filter probabilistic-programming counting-bloom-filters scalable-bloom-filters count-min-sketch data-stream filter

uber / orbit
probabilistic-programming,A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Organization: uber
Home Page: https://orbit-ml.readthedocs.io/en/stable/
python forecasting bayesian exponential-smoothing pyro stan pystan probabilistic-programming probabilistic forecast orbit time-series regression arima changepoint bayesian-methods bayesian-statistics machine-learning regression-models pytorch

xavier-zy / awesome-pytorch-list-cnversion
probabilistic-programming,Awesome-pytorch-list 翻译工作进行中......
User: xavier-zy
Home Page: https://github.com/bharathgs/Awesome-pytorch-list
pytorch python machine-learning deep-learning tutorials papers pytorch-tutorials data-sicence nlp nlp-library cv computer-vision facebook probabilistic-programming utility-library neural-network pytorch-models awsome-pytorch-list cnversion