pinellolab/pyrovelocity

𝒫robabilistic modeling of RNA velocity ⬱

Language: Python - Size: 19.2 MB - Last synced: about 23 hours ago - Pushed: 1 day ago - Stars: 35 - Forks: 5

danialeresbar/specx_simulator

TV channels occupation simulator based on the generation of random variables with synchronous time. The information obtained from this simulator applies only to some frequencies of the television band in Colombia

Language: Python - Size: 2.41 MB - Last synced: about 24 hours ago - Pushed: 1 day ago - Stars: 2 - Forks: 0

TuringLang/Turing.jl

Bayesian inference with probabilistic programming.

Language: Julia - Size: 32.6 MB - Last synced: about 21 hours ago - Pushed: 1 day ago - Stars: 1,977 - Forks: 213

blackjax-devs/blackjax

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

Language: Python - Size: 339 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 727 - Forks: 93

google/uncertainty-baselines

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

Language: Python - Size: 7.71 MB - Last synced: about 16 hours ago - Pushed: 1 day ago - Stars: 1,373 - Forks: 197

imwrdo/Probabilistic-methods

PM course on Gdansk University of Technology

Language: Python - Size: 29.3 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

lasapp/lasapp

Replication package for paper submission with the same name.

Language: Python - Size: 333 KB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 0 - Forks: 0

JuliaMath/MeasureTheory.jl

"Distributions" that might not add to one.

Language: Julia - Size: 4.56 MB - Last synced: about 22 hours ago - Pushed: 1 day ago - Stars: 382 - Forks: 31

google/edward2

A simple probabilistic programming language.

Language: Jupyter Notebook - Size: 21 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 669 - Forks: 74

tensorflow/probability

Probabilistic reasoning and statistical analysis in TensorFlow

Language: Jupyter Notebook - Size: 151 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 4,138 - Forks: 1,075

mindsdb/lightwood

Lightwood is Legos for Machine Learning.

Language: Python - Size: 140 MB - Last synced: 1 day ago - Pushed: 2 days ago - Stars: 428 - Forks: 91

Joshuaalbert/jaxns

Probabilistic Programming and Nested sampling in JAX

Language: Python - Size: 33.1 MB - Last synced: 1 day ago - Pushed: 3 days ago - Stars: 125 - Forks: 8

probcomp/cgpm

Library of composable generative population models which serve as the modeling and inference backend of BayesDB.

Language: Python - Size: 9.02 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 25 - Forks: 11

pyro-ppl/numpyro

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

Language: Python - Size: 57.7 MB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 2,057 - Forks: 220

kamel-usp/dpasp

Differentiable probabilistic answer set programming

Language: C - Size: 678 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 15 - Forks: 2

carpentries-incubator/statistical-probabilistic-programming-r

Introduction to Probabilistic Programming

Language: R - Size: 20.1 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 5 - Forks: 3

outbrain/outrank

A Python library for efficient feature ranking and selection on sparse data sets.

Language: Python - Size: 2.55 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 10 - Forks: 1

storopoli/Bayesian-Statistics

This repository holds slides and code for a full Bayesian statistics graduate course.

Language: Typst - Size: 49.4 MB - Last synced: 4 days ago - Pushed: 5 days ago - Stars: 326 - Forks: 52

TuringLang/TuringTutorials

Educational material and tutorials for the Turing language

Language: Jupyter Notebook - Size: 92.4 MB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 223 - Forks: 92

pyro-ppl/pyro

Deep universal probabilistic programming with Python and PyTorch

Language: Python - Size: 83.7 MB - Last synced: 1 day ago - Pushed: 7 days ago - Stars: 8,388 - Forks: 984

JuliaGaussianProcesses/AbstractGPs.jl

Abstract types and methods for Gaussian Processes.

Language: Julia - Size: 75.8 MB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 208 - Forks: 20

zombie-einstein/probabilistic_ca

Probabilistic Cellular Automata Design and Analysis

Language: Jupyter Notebook - Size: 6.9 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 2 - Forks: 2

mxgmn/MarkovJunior

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

Language: C# - Size: 14.3 MB - Last synced: 11 days ago - Pushed: 11 days ago - Stars: 6,804 - Forks: 306

probsys/sppl

Probabilistic programming system for fast and exact symbolic inference

Language: Python - Size: 6.22 MB - Last synced: about 3 hours ago - Pushed: 14 days ago - Stars: 74 - Forks: 8

probcomp/Gen.jl

A general-purpose probabilistic programming system with programmable inference

Language: Julia - Size: 23.8 MB - Last synced: 16 days ago - Pushed: 17 days ago - Stars: 1,770 - Forks: 159

jax-ml/oryx

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

Language: Python - Size: 271 KB - Last synced: 6 days ago - Pushed: 18 days ago - Stars: 193 - Forks: 9

mschauer/Mitosis.jl

Automatic probabilistic programming for scientific machine learning and dynamical models

Language: Julia - Size: 353 KB - Last synced: 15 days ago - Pushed: 19 days ago - Stars: 35 - Forks: 3

affeldt-aist/monae

Monadic effects and equational reasonig in Coq

Language: Coq - Size: 2.57 MB - Last synced: 15 days ago - Pushed: 19 days ago - Stars: 67 - Forks: 10

XiangyunHuang/masr

:book: 现代应用统计 Modern Applied Statistics with R, INLA and Stan

Language: TeX - Size: 2.59 MB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 4 - Forks: 0

probmods/dippl

The Design and Implementation of Probabilistic Programming Languages

Language: JavaScript - Size: 13.6 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 172 - Forks: 32

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: 20 days ago - Pushed: 23 days ago - Stars: 42 - Forks: 12

liesel-devs/liesel

A probabilistic programming framework

Language: Python - Size: 12.1 MB - Last synced: 22 days ago - Pushed: 23 days ago - Stars: 37 - Forks: 2

rwth-irt/BayesNet.jl

Type stable implementation of a Bayesian network.

Language: Julia - Size: 180 KB - Last synced: 23 days ago - Pushed: 23 days ago - Stars: 0 - Forks: 0

JaxGaussianProcesses/GPJax

Gaussian processes in JAX.

Language: Python - Size: 237 MB - Last synced: 17 days ago - Pushed: 25 days ago - Stars: 387 - Forks: 47

beekill95/numpyro-doing-bayesian

My implementation of John K. Kruschke's Doing Bayesian Data Analysis 2nd edition using Python and Numpyro.

Language: Python - Size: 190 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 6 - Forks: 1

barrust/pyprobables

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

Language: Python - Size: 4.25 MB - Last synced: 25 days ago - Pushed: 25 days ago - Stars: 109 - Forks: 9

probcomp/Gen.clj

A general-purpose probabilistic programming system with programmable inference.

Language: Clojure - Size: 13.1 MB - Last synced: 16 days ago - Pushed: 28 days ago - Stars: 12 - Forks: 2

christophmark/bayesloop

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

Language: Python - Size: 11.1 MB - Last synced: 19 days ago - Pushed: 28 days ago - Stars: 136 - Forks: 26

sushmaakoju/research-experience

Research experience

Size: 32 MB - Last synced: 21 days ago - Pushed: 30 days ago - Stars: 0 - Forks: 0

TuringLang/AbstractPPL.jl

Common types and interfaces for probabilistic programming

Language: Julia - Size: 136 KB - Last synced: about 6 hours ago - Pushed: about 1 month ago - Stars: 24 - Forks: 6

armanbilge/schrodinger

Give your cats a set of dice

Language: Scala - Size: 897 KB - Last synced: 16 days ago - Pushed: about 1 month ago - Stars: 35 - Forks: 4

pymc-devs/pymc

Bayesian Modeling and Probabilistic Programming in Python

Language: Python - Size: 508 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 8,135 - Forks: 1,921

nimble-dev/nimble

The base NIMBLE package for R

Language: C++ - Size: 65 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 146 - Forks: 21

mlcolab/Pathfinder.jl

Preheat your MCMC

Language: Julia - Size: 21.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 74 - Forks: 4

gmgeorg/pylambertw

pylambertw - sklearn interface to analyze and gaussianize heavy-tailed, skewed data

Language: Jupyter Notebook - Size: 1.17 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 6 - Forks: 1

TuringLang/DynamicPPL.jl

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

Language: Julia - Size: 2.61 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 141 - Forks: 24

ReactiveBayes/ReactiveMP.jl

High-performance reactive message-passing based Bayesian inference engine

Language: Julia - Size: 105 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 89 - Forks: 12

IBM/probzelus

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

Language: OCaml - Size: 9.77 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 44 - Forks: 11

Iofting1023/2024-Spring--Introduction-to-stochastic-calculus

交大應數碩-隨機微積分，課本附的數值練習題之自我練習．

Language: Jupyter Notebook - Size: 145 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

rhayes777/PyAutoFit

PyAutoFit: Classy Probabilistic Programming

Language: Python - Size: 25.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 56 - Forks: 12

jpneto/topicsInPython

Jupyter notebooks about Programming, Statistics and Math

Language: Jupyter Notebook - Size: 2.48 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 1

iAmKankan/Data-Analytics-with-Python

NPTEL - By Prof. A Ramesh | IIT Roorkee

Language: Jupyter Notebook - Size: 508 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

quickheaven/WumpusWorld

Language: Python - Size: 98.6 KB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

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: 16 days ago - Pushed: about 2 months ago - Stars: 1,804 - Forks: 135

UBC-Stat-ML/nowellpack

Blang library for cancer genomics

Language: Xtend - Size: 2.48 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 6 - Forks: 3

UBC-Stat-ML/blangSDK

Blang's software development kit

Language: Xtend - Size: 3.09 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 23 - Forks: 6

JiaYaobo/fenbux

A Simple Statistical Distribution Library in JAX

Language: Python - Size: 800 KB - Last synced: 23 days ago - Pushed: about 2 months ago - Stars: 16 - Forks: 0

NeuroLang/neurolang.github.io

Code for NeuroLang's GitHub Pages website

Language: HTML - Size: 22.7 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

dariusz-piekarz/C-API-percentile

Python module written in C API.

Language: C - Size: 30.3 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

prismplp/prism

probabilistic logic programming language for statistical modeling

Language: C++ - Size: 28 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 17 - Forks: 2

vbprojects/ukraine_war_sentiment

Measuring how events shape discourse on twitter surrounding the Ukraine War in 2022 using piecewise exponential decay models.

Language: Jupyter Notebook - Size: 230 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

rlouf/mcx

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

Language: Python - Size: 882 KB - Last synced: 15 days ago - Pushed: about 2 months ago - Stars: 324 - Forks: 17

pymc-devs/symbolic-pymc

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

Language: Python - Size: 3.79 MB - Last synced: about 1 month ago - Pushed: about 2 months ago - Stars: 60 - Forks: 8

probcomp/GenParticleFilters.jl

Building blocks for simple and advanced particle filtering in Gen.

Language: Julia - Size: 434 KB - Last synced: 28 days ago - Pushed: about 2 months ago - Stars: 17 - Forks: 2

blei-lab/edward

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

Language: Jupyter Notebook - Size: 28.5 MB - Last synced: about 2 months ago - Pushed: 2 months ago - Stars: 4,811 - Forks: 766

Philipp15b/probably

Python library for parsing, type-checking, and analyzing probabilistic programs written in the pGCL language.

Language: Python - Size: 1.85 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 2 - Forks: 1

hexops/fastfilter

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

Language: Zig - Size: 138 KB - Last synced: 4 days ago - Pushed: 2 months ago - Stars: 244 - Forks: 12

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: 38.7 MB - Last synced: about 1 month ago - Pushed: 2 months ago - Stars: 119 - Forks: 29

agarret7/gen-rs

Probabilistic programming in Rust, with modeling and inference separated by a Generative Function Interface (GFI).

Language: Rust - Size: 1.02 MB - Last synced: 11 days ago - Pushed: 2 months ago - Stars: 8 - Forks: 0

tttc3/MCCube

Markov Chain Cubature via JAX. Efficient SDE solving and Bayesian inference.

Language: Python - Size: 221 KB - Last synced: 22 days ago - Pushed: 3 months ago - Stars: 2 - Forks: 0

bagnalla/zar

Formally Verified Samplers From Probabilistic Programs With Loops and Conditioning

Language: Coq - Size: 14.4 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 4 - Forks: 0

probcomp/hfppl

Probabilistic programming with HuggingFace language models

Language: Python - Size: 757 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 41 - Forks: 9

JBris/stan-cmdstanr-docker

A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling

Language: Dockerfile - Size: 28.3 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 7 - Forks: 4

JBris/stan-cmdstanr-gpu-docker

A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.

Language: Dockerfile - Size: 22.5 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

cscherrer/Soss.jl

Probabilistic programming via source rewriting

Language: Julia - Size: 5.81 MB - Last synced: 15 days ago - Pushed: 3 months ago - Stars: 410 - Forks: 30

martin-majlis/py-probstructs

Collection of probabilistic data structures - CM-Sketch, ECM-Sketch, exponential histogram

Language: C++ - Size: 75.2 KB - Last synced: 29 days ago - Pushed: 3 months ago - Stars: 5 - Forks: 1

pymc-devs/pymc-data-umbrella

Website: Data Umbrella & PyMC open source sessions

Language: Jupyter Notebook - Size: 45.4 MB - Last synced: about 1 month ago - Pushed: 3 months ago - Stars: 24 - Forks: 37

friguzzi/cplint

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

Language: Prolog - Size: 36.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 63 - Forks: 13

markus7800/TinyPPL.jl

Educational implementation of a probabilistic programming language in Julia

Language: Julia - Size: 804 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

hack505/Play-Stone-Paper-and-Scissor

This Python implementation of "Rock, Paper, Scissors" between you and a cunning AI bot. The AI learns from your past choices, stored in a JSON file, to make smarter decisions. The more you play, the better it gets!

Language: Python - Size: 11.7 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

patrickm663/rugby-sim.jl

A Bayesian approach to simulate the United Rugby Championship

Language: Julia - Size: 18.6 KB - Last synced: 3 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

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: 3 days ago - Pushed: 4 months ago - Stars: 14,991 - Forks: 2,807

ziatdinovmax/pyroVED

Invariant representation learning from imaging and spectral data

Language: Python - Size: 112 MB - Last synced: 15 days ago - Pushed: 4 months ago - Stars: 43 - Forks: 10

8Fantom8/Minesweeper-AI

This project explores strategies to play the Minesweeper game effectively by leveraging various Artificial Intelligence algorithms.

Language: Python - Size: 5.66 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

JuliaRobotics/KernelDensityEstimate.jl

Kernel Density Estimate with product approximation using multiscale Gibbs sampling

Language: Julia - Size: 640 KB - Last synced: 8 days ago - Pushed: 4 months ago - Stars: 23 - Forks: 7

abhay1105/Probability-Analysis

A study investigating the probability of multiple groups having similar averages as we get infinitely closer to a continuous measure, change the number of subjects in each group, and alter the distribution with which the groups are sampled from

Language: HTML - Size: 3.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

MatthiasNickles/diff-SAT

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

Language: Scala - Size: 2.59 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 56 - Forks: 2

MicheleUIT/Probabilistic-load-forecasting-with-Reservoir-Computing

Probabilistic load forecasting with Reservoir Computing

Language: Jupyter Notebook - Size: 111 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 4 - Forks: 1

jswu18/gvi-gaussian-process

Generalised Variational Inference (GVI) for Gaussian Processes in JAX

Language: Python - Size: 175 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

gmgeorg/torchlambertw

Lambert W function and Lambert W x F distributions in pytorch

Language: Jupyter Notebook - Size: 2.14 MB - Last synced: 4 days ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

Jeffrey-Joan/Locality-Sensitive-Hashing-based-Sketches

This project aims to provide an unsupervised lightweight solution to estimate the count of various different category of Vehicles. By implementing a novel Locality Sensitive Hashing based sketch.

Language: Python - Size: 408 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

probml/pyprobml

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

Language: Jupyter Notebook - Size: 4.88 GB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 6,144 - Forks: 1,463

allenvox/pearson-correlation

Calculating the Pearson Correlation Coefficient for big data

Language: C++ - Size: 623 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

hyosubkim/bayes-toolbox

bayes-toolbox

Language: Python - Size: 209 MB - Last synced: about 3 hours ago - Pushed: 5 months ago - Stars: 92 - Forks: 5

rajvi-patel-22/Thalassemia-Probability-Project

Thalessemia cannot be completely stopped or controlled, but we can predict at which generation the thalassemia genotype becomes minor and is not severe. One way is to select an appropriate spouse that has no sign of any traits of thalassemia, if you have major/minor traits, so the chances that the child may inherit any trait of thalassemia will completely eliminate. If both the parents have major thalassemia traits, then there are full chances that the child will also inherit the same, In such cases, the couple should decide not to reproduce so as to stop the transmission to any future generations. Thus, it is important to accordingly model the transmission of thalassemia to bring it in control with generations.

Language: Java - Size: 969 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 2

argmaxml/conjugate_prior

Implementation of the conjugate prior table for Bayesian Statistics

Language: Python - Size: 57.6 KB - Last synced: 15 days ago - Pushed: 6 months ago - Stars: 52 - Forks: 7

dirmeier/dmvi

Diffusion models for probabilistic programming

Language: Jupyter Notebook - Size: 1.13 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

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: 16 days ago - Pushed: 6 months ago - Stars: 914 - Forks: 64

probmods/probmods2

probmods 2: electric boogaloo

Language: JavaScript - Size: 9.96 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 290 - Forks: 79

lionelarnab/Automated-Prediction-of-Cricket-Winning-Team-in-T20-Format

This project aims to predict winner in T20 cricket format using several machine learning models.

Language: Jupyter Notebook - Size: 250 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0