probabilistic-programming

There are 26 repositories under probabilistic-programming topic.

bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
awesome awesome-list computer-vision cv data-science deep-learning facebook machine-learning natural-language-processing neural-network nlp nlp-library papers probabilistic-programming python pytorch pytorch-model pytorch-tutorials tutorials utility-library
13040
pyro
pyro-ppl / pyro
Deep universal probabilistic programming with Python and PyTorch
python pytorch machine-learning bayesian probabilistic-programming bayesian-inference variational-inference probabilistic-modeling deep-learning
Language:Python 7443
pymc-devs / pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
python statistical-analysis bayesian-inference mcmc variational-inference probabilistic-programming aesara hacktoberfest
Language:Python 6580
probml / pyprobml
Python code for "Probabilistic Machine learning" book by Kevin Murphy
jupyter-notebooks machine-learning colab pml probabilistic-programming jax tensorflow pytorch pymc3 numpyro flax pyro
Language:Jupyter Notebook 4754
blei-lab / edward
A probabilistic programming language in TensorFlow. Deep generative models, variational inference.
bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming
Language:Jupyter Notebook 4706
tensorflow / probability
Probabilistic reasoning and statistical analysis in TensorFlow
bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow
Language:Jupyter Notebook 3692
thu-ml / zhusuan
A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow
bayesian-inference probabilistic-programming graphical-models generative-models deep-learning
Language:Python 2123
probcomp / Gen.jl
A general-purpose probabilistic programming system with programmable inference
probabilistic-programming gen deep-learning bayesian computer-vision machine-learning differentiable-programming robotics julia-language
Language:Julia 1642
TuringLang / Turing.jl
Bayesian inference with probabilistic programming.
machine-learning probabilistic-programming julia-language artificial-intelligence bayesian-inference hamiltonian-monte-carlo turing bayesian-statistics mcmc hmc probabilistic-graphical-models probabilistic-models probabilistic-inference bayesian-neural-networks
Language:Julia 1575
xavier-zy / Awesome-pytorch-list-CNVersion
Awesome-pytorch-list 翻译工作进行中......
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
Language:Jupyter Notebook 1568
tylertreat / BoomFilters
Probabilistic data structures for processing continuous, unbounded streams.
bloom-filter go stable-bloom-filters cuckoo-filter probabilistic-programming counting-bloom-filters scalable-bloom-filters count-min-sketch data-stream filter
Language:Go 1450
pyro-ppl / numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
pyro jax hmc inference-algorithms numpy bayesian-inference probabilistic-programming mcmc
Language:Python 1392
orbit
uber / orbit
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
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
Language:Python 1372
stan-dev / pystan2
PyStan, the Python interface to Stan
python stan statistics machine-learning probabilistic-programming
Language:Python 920
google / uncertainty-baselines
High-quality implementations of standard and SOTA methods on a variety of tasks.
bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming
Language:Python 912
probcomp / bayeslite
BayesDB on SQLite. A Bayesian database table for querying the probable implications of data as easily as SQL databases query the data itself.
probabilistic-programming automatic-data-modeling data-science machine-learning databases
Language:Python 899
brylevkirill / notes
Resources to learn more about Machine Learning and Artificial Intelligence
artificial-intelligence machine-learning deep-learning reinforcement-learning bayesian-inference probabilistic-programming knowledge-representation reasoning causal-inference knowledge-graph question-answering natural-language-processing information-retrieval recommender-systems
829
CosmicMind / Algorithm
Algorithm is a library of tools that is used to create intelligent applications.
algorithm algorithms data-structures data-structure data-structures-algorithms probability probabilistic-programming set multiset dictionary multidictionary conditional-probability redblacktree redblacktrees swift swift-3 cosmicmind sorted-sets doublylinkedlist stack
Language:Swift 809
JWarmenhoven / DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
bayesian-data-analysis bayesian-inference pymc3 mcmc hierarchical-models kruschke probabilistic-programming
Language:Jupyter Notebook 593
probmods / webppl
Probabilistic programming for the web
javascript webppl probabilistic-programming
Language:JavaScript 578
google / edward2
A simple probabilistic programming language.
bayesian-methods deep-learning machine-learning data-science tensorflow neural-networks statistics probabilistic-programming
Language:Jupyter Notebook 567
cscherrer / Soss.jl
Probabilistic programming via source rewriting
julia julia-language julia-library probabilistic-programming bayesian-inference bayesian-statistics metaprogramming
Language:Julia 382
rlouf / mcx
Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.
probabilistic-programming
Language:Python 324
JuliaGaussianProcesses / Stheno.jl
Probabilistic Programming with Gaussian processes in Julia
bayesian-inference probabilistic-programming approximate-inference gaussian-processes machine-learning
Language:Julia 316
cscherrer / MeasureTheory.jl
"Distributions" that might not add to one.
julia probabilistic-programming bayesian-inference probability statistics machine-learning
Language:Julia 314
blackjax-devs / blackjax
BlackJAX is a sampling library designed for ease of use, speed and modularity.
bayesian-inference hamiltonian-monte-carlo probabilistic-programming sampling-methods
Language:Python 308
hakaru-dev / hakaru
A probabilistic programming language
haskell maple machine-learning bayesian-statistics probabilistic-programming
Language:Haskell 293
mindsdb / lightwood
Lightwood is Legos for Machine Learning.
ml automl encoders mindsdb probabilistic-programming pytorch machine-learning neural-networks hacktoberfest hacktoberfest2021
Language:Jupyter Notebook 261
probmods / probmods2
probmods 2: electric boogaloo
probabilistic-programming tutorial webppl cognitive-science
Language:JavaScript 256
ctongfei / nexus
Experimental tensor-typed deep learning
deep-learning scala tensor probabilistic-programming differentiable-programming neural-network
Language:Scala 252
dotnet / mbmlbook
Sample code for the Model-Based Machine Learning book.
machine-learning probabilistic-graphical-models probabilistic-models probabilistic-programming
Language:C# 226
ML-KULeuven / problog
ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.
problog prolog aproblog dtproblog probabilistic probabilistic-inference probabilistic-programming probabilistic-logic-programming lfi-problog
Language:Python 194
pyro-ppl / funsor
Functional tensors for probabilistic programming
probabilistic-programming pytorch numpy symbolic machine-learning pyro jax
Language:Python 193
probcomp / PClean
A domain-specific probabilistic programming language for scalable Bayesian data cleaning
probabilistic-programming probabilistic-graphical-models data-cleaning data-cleansing bayesian-inference
Language:Julia 167
probmods / dippl
The Design and Implementation of Probabilistic Programming Languages
probabilistic-programming webppl tutorial
Language:JavaScript 165
probcomp / metaprob
An embedded language for probabilistic programming and meta-programming.
probabilistic-programming data-science clojure machine-learning
Language:JavaScript 162

ezoic increase your site revenue

Related Topics

rust rust-lang geolocation rust-library cli