An open API service providing repository metadata for many open source software ecosystems.

Topic: "probabilistic-programming"

bharathgs/Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Size: 867 KB - Last synced at: 4 days ago - Pushed at: over 1 year ago - Stars: 15,824 - Forks: 2,822

pymc-devs/pymc

Bayesian Modeling and Probabilistic Programming in Python

Language: Python - Size: 516 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 8,993 - Forks: 2,089

pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

Language: Python - Size: 93.5 MB - Last synced at: 6 days ago - Pushed at: 17 days ago - Stars: 8,742 - Forks: 988

mxgmn/MarkovJunior

Probabilistic language based on pattern matching and constraint propagation, 153 examples

Language: C# - Size: 14.2 MB - Last synced at: 18 days ago - Pushed at: 6 months ago - Stars: 7,738 - Forks: 329

probml/pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Language: Jupyter Notebook - Size: 4.88 GB - Last synced at: 18 days ago - Pushed at: 6 months ago - Stars: 6,731 - Forks: 1,559

blei-lab/edward

A probabilistic programming language in TensorFlow. Deep generative models, variational inference.

Language: Jupyter Notebook - Size: 28.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 4,838 - Forks: 757

tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

Language: Jupyter Notebook - Size: 153 MB - Last synced at: 10 days ago - Pushed at: 13 days ago - Stars: 4,331 - Forks: 1,115

pyro-ppl/numpyro

Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

Language: Python - Size: 95.2 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 2,428 - Forks: 256

thu-ml/zhusuan

A probabilistic programming library for Bayesian deep learning, generative models, based on Tensorflow

Language: Python - Size: 1.75 MB - Last synced at: 27 days ago - Pushed at: over 2 years ago - Stars: 2,219 - Forks: 419

TuringLang/Turing.jl

Bayesian inference with probabilistic programming.

Language: Julia - Size: 36.1 MB - Last synced at: about 10 hours ago - Pushed at: about 11 hours ago - Stars: 2,119 - Forks: 227

uber/orbit

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

Language: Python - Size: 160 MB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 1,872 - Forks: 134

probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

Language: Julia - Size: 28.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 1,811 - Forks: 162

xavier-zy/Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

Language: Jupyter Notebook - Size: 1.16 MB - Last synced at: 11 days ago - Pushed at: almost 4 years ago - Stars: 1,768 - Forks: 400

tylertreat/BoomFilters

Probabilistic data structures for processing continuous, unbounded streams.

Language: Go - Size: 130 KB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 1,608 - Forks: 114

google/uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

Language: Python - Size: 8.39 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 1,502 - Forks: 210

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.

Language: Python - Size: 7.64 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 929 - Forks: 63

stan-dev/pystan2 📦

PyStan, the Python interface to Stan

Language: Python - Size: 53.4 MB - Last synced at: 3 days ago - Pushed at: about 4 years ago - Stars: 926 - Forks: 189

brylevkirill/notes

Learn about Machine Learning and Artificial Intelligence

Size: 9.48 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 916 - Forks: 237

blackjax-devs/blackjax

BlackJAX is a Bayesian Inference library designed for ease of use, speed and modularity.

Language: Python - Size: 414 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 901 - Forks: 114

CosmicMind/Algorithm

Algorithm is a library of tools that is used to create intelligent applications.

Language: Swift - Size: 265 KB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 832 - Forks: 84

google/edward2

A simple probabilistic programming language.

Language: Jupyter Notebook - Size: 21 MB - Last synced at: 22 days ago - Pushed at: 2 months ago - Stars: 692 - Forks: 76

JWarmenhoven/DBDA-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

Language: Jupyter Notebook - Size: 73.9 MB - Last synced at: 9 months ago - Pushed at: over 3 years ago - Stars: 669 - Forks: 264

probmods/webppl

Probabilistic programming for the web

Language: JavaScript - Size: 10.8 MB - Last synced at: 22 days ago - Pushed at: about 1 year ago - Stars: 621 - Forks: 84

JaxGaussianProcesses/GPJax

Gaussian processes in JAX and Flax.

Language: Python - Size: 279 MB - Last synced at: 3 days ago - Pushed at: 28 days ago - Stars: 507 - Forks: 63

mindsdb/lightwood

Lightwood is Legos for Machine Learning.

Language: Python - Size: 76.4 MB - Last synced at: 7 days ago - Pushed at: 12 days ago - Stars: 465 - Forks: 94

cscherrer/Soss.jl

Probabilistic programming via source rewriting

Language: Julia - Size: 5.81 MB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 415 - Forks: 30

JuliaMath/MeasureTheory.jl

"Distributions" that might not add to one.

Language: Julia - Size: 4.62 MB - Last synced at: 8 days ago - Pushed at: 25 days ago - Stars: 395 - Forks: 32

JuliaGaussianProcesses/Stheno.jl

Probabilistic Programming with Gaussian processes in Julia

Language: Julia - Size: 294 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 345 - Forks: 26

ReactiveBayes/RxInfer.jl

Julia package for automated Bayesian inference on a factor graph with reactive message passing

Language: Jupyter Notebook - Size: 437 MB - Last synced at: 8 days ago - Pushed at: 13 days ago - Stars: 336 - Forks: 28

storopoli/Bayesian-Statistics

Bayesian statistics graduate course

Language: Typst - Size: 49.5 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 336 - Forks: 54

ML-KULeuven/problog

ProbLog is a Probabilistic Logic Programming Language for logic programs with probabilities.

Language: Python - Size: 18.4 MB - Last synced at: about 1 month ago - Pushed at: 2 months ago - Stars: 334 - Forks: 39

rlouf/mcx

Express & compile probabilistic programs for performant inference on CPU & GPU. Powered by JAX.

Language: Python - Size: 882 KB - Last synced at: 7 months ago - Pushed at: about 1 year ago - Stars: 324 - Forks: 17

hakaru-dev/hakaru

A probabilistic programming language

Language: Haskell - Size: 13.3 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 305 - Forks: 30

probmods/probmods2

probmods 2: electric boogaloo

Language: JavaScript - Size: 9.96 MB - Last synced at: 9 months ago - Pushed at: over 1 year ago - Stars: 296 - Forks: 77

dotnet/mbmlbook

Sample code for the Model-Based Machine Learning book.

Language: C# - Size: 6.02 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 293 - Forks: 83

hexops/fastfilter

fastfilter: Binary fuse & xor filters for Zig (faster and smaller than bloom filters)

Language: Zig - Size: 169 KB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 270 - Forks: 15

JuliaGaussianProcesses/AbstractGPs.jl

Abstract types and methods for Gaussian Processes.

Language: Julia - Size: 81 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 259 - Forks: 23

jax-ml/oryx

Oryx is a library for probabilistic programming and deep learning built on top of Jax.

Language: Python - Size: 292 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 257 - Forks: 11

ctongfei/nexus

Experimental tensor-typed deep learning

Language: Scala - Size: 3.37 MB - Last synced at: 3 days ago - Pushed at: over 5 years ago - Stars: 257 - Forks: 16

pyro-ppl/funsor

Functional tensors for probabilistic programming

Language: Python - Size: 2.6 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 239 - Forks: 21

TuringLang/docs

Documentation and tutorials for the Turing language

Language: Markdown - Size: 1.32 GB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 235 - Forks: 102

TuringLang/DynamicPPL.jl

Implementation of domain-specific language (DSL) for dynamic probabilistic programming

Language: Julia - Size: 4.44 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 223 - Forks: 32

probcomp/PClean

A domain-specific probabilistic programming language for scalable Bayesian data cleaning

Language: Julia - Size: 1.36 MB - Last synced at: 3 days ago - Pushed at: 9 months ago - Stars: 222 - Forks: 33

rant-lang/rant

Rant - The templating language for procedural generation.

Language: Rust - Size: 836 KB - Last synced at: 6 days ago - Pushed at: almost 3 years ago - Stars: 210 - Forks: 14

nimble-dev/nimble

The base NIMBLE package for R

Language: C++ - Size: 70.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 174 - Forks: 22

Joshuaalbert/jaxns

Probabilistic Programming and Nested sampling in JAX

Language: Python - Size: 51.3 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 173 - Forks: 12

probmods/dippl

The Design and Implementation of Probabilistic Programming Languages

Language: JavaScript - Size: 13.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 172 - Forks: 32

probcomp/metaprob

An embedded language for probabilistic programming and meta-programming.

Language: JavaScript - Size: 4.78 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 168 - Forks: 16

christophmark/bayesloop

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

Language: Python - Size: 11.1 MB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 163 - Forks: 28

biaslab/ForneyLab.jl

Julia package for automatically generating Bayesian inference algorithms through message passing on Forney-style factor graphs.

Language: Julia - Size: 33.3 MB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 149 - Forks: 33

PGM-Lab/InferPy

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

Language: Jupyter Notebook - Size: 31 MB - Last synced at: 16 days ago - Pushed at: 9 months ago - Stars: 148 - Forks: 14

probabilisticai/probai-2019

Materials of the Nordic Probabilistic AI School 2019.

Language: Jupyter Notebook - Size: 97.2 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 128 - Forks: 39

SciML/DiffEqBayes.jl

Extension functionality which uses Stan.jl, DynamicHMC.jl, and Turing.jl to estimate the parameters to differential equations and perform Bayesian probabilistic scientific machine learning

Language: Julia - Size: 41.4 MB - Last synced at: 3 days ago - Pushed at: about 2 months ago - Stars: 124 - Forks: 29

ArashPartow/bloom

C++ Bloom Filter Library https://www.partow.net/programming/bloomfilter/index.html

Language: C++ - Size: 1.16 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 122 - Forks: 73

google-research/recsim_ng

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Language: Jupyter Notebook - Size: 3.69 MB - Last synced at: 23 days ago - Pushed at: about 3 years ago - Stars: 118 - Forks: 16

barrust/pyprobables

Probabilistic data structures in python http://pyprobables.readthedocs.io/en/latest/index.html

Language: Python - Size: 4.35 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 117 - Forks: 11

genlm/llamppl

Probabilistic programming with large language models

Language: Python - Size: 904 KB - Last synced at: about 16 hours ago - Pushed at: 25 days ago - Stars: 116 - Forks: 18

probprog/bopp

BOPP: Bayesian Optimization for Probabilistic Programs

Language: Clojure - Size: 412 KB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 114 - Forks: 18

ReactiveBayes/ReactiveMP.jl

High-performance reactive message-passing based Bayesian inference engine

Language: Julia - Size: 107 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 112 - Forks: 14

forestdb/forestdb.org

A repository for generative models

Language: JavaScript - Size: 6.18 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 110 - Forks: 23

quantopian/bayesalpha

Bayesian models to compute performance and uncertainty of returns and alpha.

Language: Python - Size: 1.91 MB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 110 - Forks: 59

AlexIoannides/pymc-example-project

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

Language: Jupyter Notebook - Size: 77.3 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 105 - Forks: 18

amzn/MXFusion 📦

Modular Probabilistic Programming on MXNet

Language: Python - Size: 6.98 MB - Last synced at: 26 days ago - Pushed at: about 2 years ago - Stars: 104 - Forks: 31

oughtinc/ergo

A Python library for integrating model-based and judgmental forecasting

Language: Jupyter Notebook - Size: 38.2 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 104 - Forks: 23

mschauer/ZigZagBoomerang.jl

Sleek implementations of the ZigZag, Boomerang and other assorted piecewise deterministic Markov processes for Markov Chain Monte Carlo including Sticky PDMPs for variable selection

Language: Julia - Size: 37.4 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 101 - Forks: 7

dkanungo/Probabilistic-ML-for-finance-and-investing

Probabilistic Machine Learning for Finance and Investing: A Primer to Generative AI with Python

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 95 - Forks: 41

hyosubkim/bayes-toolbox

bayes-toolbox

Language: Python - Size: 209 MB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 92 - Forks: 5

probabilisticai/probai-2021

Materials of the Nordic Probabilistic AI School 2021.

Language: Jupyter Notebook - Size: 65.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 91 - Forks: 15

A1arcon/R_Actuarial

El objetivo de este repositorio es brindar un apoyo a la comunidad interesada en mejorar sus técnicas en el lenguaje de programación R o emprenderlo desde un punto de vista muy aplicado. Un repositorio con códigos de R para aplicaciones actuariales: probabilidad, estadística, riesgo y finanzas.

Language: R - Size: 1.24 GB - Last synced at: 5 months ago - Pushed at: about 2 years ago - Stars: 85 - Forks: 15

anskarl/LoMRF

LoMRF is an open-source implementation of Markov Logic Networks

Language: Scala - Size: 17.5 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 84 - Forks: 18

probsys/sppl

Probabilistic programming system for fast and exact symbolic inference

Language: Python - Size: 6.22 MB - Last synced at: 10 days ago - Pushed at: 10 months ago - Stars: 79 - Forks: 9

mlcolab/Pathfinder.jl

Preheat your MCMC

Language: Julia - Size: 21.9 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 78 - Forks: 7

genlm/genlm-control

Controlled text generation with programmable constraints.

Language: Python - Size: 8.12 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 76 - Forks: 5

cscherrer/Tilde.jl

WIP successor to Soss.jl

Language: Julia - Size: 383 KB - Last synced at: 26 days ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 1

affeldt-aist/monae

Monadic effects and equational reasonig in Coq

Language: Coq - Size: 4.94 MB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 70 - Forks: 13

eggplantbren/DNest4

Diffusive Nested Sampling

Language: C++ - Size: 7.09 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 69 - Forks: 23

kach/memo

A domain-specific probabilistic programming language for reasoning about reasoning

Language: Python - Size: 42.1 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 68 - Forks: 4

pingel-org/axle

Axle Domain Specific Language for Scientific Cloud Computing and Visualization

Language: Scala - Size: 118 MB - Last synced at: 2 days ago - Pushed at: 3 months ago - Stars: 67 - Forks: 8

astralord/RandLib

:rocket: A library designed to facilitate work with probability, statistics and stochastic calculus

Language: C++ - Size: 11 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 66 - Forks: 11

agentmodels/agentmodels.org

Modeling agents with probabilistic programs

Language: TeX - Size: 16.6 MB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 65 - Forks: 17

rhayes777/PyAutoFit

PyAutoFit: Classy Probabilistic Programming

Language: Python - Size: 26 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 64 - Forks: 12

mohd-faizy/Probabilistic-Deep-Learning-with-TensorFlow

Probabilistic Deep Learning finds its application in autonomous vehicles and medical diagnoses. This is an increasingly important area of deep learning that aims to quantify the noise and uncertainty that is often present in real-world datasets.

Language: Jupyter Notebook - Size: 47.8 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 63 - Forks: 34

friguzzi/cplint

cplint is a suite of programs for reasoning with probabilistic logic programs

Language: Prolog - Size: 36.9 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 63 - Forks: 13

pymc-devs/symbolic-pymc

Tools for the symbolic manipulation of PyMC models, Theano, and TensorFlow graphs.

Language: Python - Size: 3.79 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 62 - Forks: 8

elizavetasemenova/prob-epi

Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"

Language: Jupyter Notebook - Size: 24.6 MB - Last synced at: 30 days ago - Pushed at: 3 months ago - Stars: 61 - Forks: 24

MatthiasNickles/diff-SAT

Probabilistic Answer Set Programming and Probabilistic SAT solving, based on Differentiable Satisfiability

Language: Scala - Size: 2.24 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 61 - Forks: 3

kesslerlib/kessler

A machine learning library for spacecraft collision avoidance

Language: Python - Size: 5.89 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 57 - Forks: 18

bertini36/GMM

Variational Inference in Gaussian Mixture Model

Language: Python - Size: 98.9 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 56 - Forks: 16

argmaxml/conjugate_prior

Implementation of the conjugate prior table for Bayesian Statistics

Language: Python - Size: 69.3 KB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 52 - Forks: 7

JohnGoertz/Gumbi

Gaussian Process Model Building Interface

Language: Python - Size: 19 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 50 - Forks: 1

ziatdinovmax/pyroVED

Invariant representation learning from imaging and spectral data

Language: Python - Size: 112 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 11

pinellolab/pyrovelocity

𝒫robabilistic modeling of RNA velocity ⬱

Language: Python - Size: 23.6 MB - Last synced at: 4 days ago - Pushed at: 6 days ago - Stars: 47 - Forks: 5

IBM/probzelus

ProbZelus is a library to extends the synchronous programming language Zelus with probabilistic programming.

Language: OCaml - Size: 9.81 MB - Last synced at: 4 days ago - Pushed at: 12 months ago - Stars: 47 - Forks: 12

barrust/count-min-sketch

Count-Min Sketch Implementation in C

Language: C - Size: 63.5 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 47 - Forks: 16

probcomp/Genify.jl

Automatically convert Julia methods to Gen functions.

Language: Julia - Size: 1.25 MB - Last synced at: 3 days ago - Pushed at: almost 4 years ago - Stars: 47 - Forks: 1

JamesYang007/autoppl

C++ template library for probabilistic programming

Language: C++ - Size: 2.3 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 47 - Forks: 5

flyaflya/causact

causact: R package to accelerate computational Bayesian inference workflows in R through interactive visualization of models and their output.

Language: R - Size: 12.8 MB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 46 - Forks: 12

PGM-Lab/probai-2021-pyro

Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)

Language: Jupyter Notebook - Size: 14 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 46 - Forks: 14

AustinRochford/webmc3

A web interface for exploring PyMC3 traces

Language: Python - Size: 52.1 MB - Last synced at: 4 days ago - Pushed at: about 7 years ago - Stars: 46 - Forks: 9

liesel-devs/liesel

A probabilistic programming framework

Language: Python - Size: 18.6 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 43 - Forks: 3

Related Topics
bayesian-inference 114 machine-learning 94 python 72 statistics 49 probability 37 data-science 34 probabilistic-graphical-models 32 probabilistic-models 29 bayesian-statistics 29 deep-learning 25 mcmc 25 pymc3 25 artificial-intelligence 24 julia 24 bayesian 23 variational-inference 22 pytorch 22 pyro 21 bayesian-methods 19 stan 17 tensorflow 17 jax 17 julia-language 14 gaussian-processes 14 python3 13 webppl 12 probability-distribution 11 bloom-filter 10 neural-network 10 r 10 logic-programming 9 gen 9 differentiable-programming 9 statistical-analysis 9 neural-networks 8 probabilistic 8 data-structures 8 markov-chain-monte-carlo 8 probabilistic-inference 8 jupyter-notebook 8 nlp 8 machine-learning-algorithms 8 graphical-models 8 tutorial 7 simulation 7 robotics 7 numpy 7 haskell 7 hierarchical-models 7 reinforcement-learning 6 numpyro 6 data-analysis 6 java 6 natural-language-processing 6 scientific-computing 6 bayesian-data-analysis 6 docker 6 inference 6 turing 6 pymc 5 hamiltonian-monte-carlo 5 time-series 5 mathematics 5 visualization 5 cognitive-science 5 regression 5 tutorials 5 scala 5 problog 5 bayesian-networks 5 probability-theory 5 probabilistic-machine-learning 5 c-plus-plus 5 poisson-distribution 5 ai 5 javascript 4 probabilistic-modeling 4 logic 4 markov-chain 4 variational-autoencoder 4 uncertainty-quantification 4 rstan 4 julialang 4 hacktoberfest 4 go 4 bayesian-neural-networks 4 causal-inference 4 algorithms 4 rust 4 answer-set-programming 4 probabilistic-logic-programming 4 computer-vision 4 sampling 4 hmc 4 prolog 4 kotlin 3 cuckoo-filter 3 bayes 3 probabilistic-data-structures 3 probability-distributions 3