brylevkirill/notes

Learn about Machine Learning and Artificial Intelligence

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rwth-irt/BayesianPoseEstimation.jl

6D pose estimation using sampling-based Bayesian inference algorithms. Produced the results of Tim Redick's dissertation.

Language: Julia - Size: 5.85 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 4 - Forks: 0

carpentries-incubator/statistical-probabilistic-programming-r

Introduction to Probabilistic Programming

Language: R - Size: 29.2 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 6

eggplantbren/DNest4

Diffusive Nested Sampling

Language: C++ - Size: 7.09 MB - Last synced at: 28 days ago - Pushed at: 8 months ago - Stars: 69 - Forks: 23

kach/designing-perceptual-puzzles-by-differentiating-probabilistic-programs

Supplementary materials for our SIGGRAPH 2022 paper

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tttc3/MCCube

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

Language: Python - Size: 232 KB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 3 - Forks: 0

alexhallam/tablespoon

🥄✨Time-series Benchmark methods that are Simple and Probabilistic

Language: Python - Size: 2.83 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 41 - Forks: 1

AlexIoannides/pymc-stochastic-process

Bayesian Inference and parameter estimation in quant finance.

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AlexIoannides/pymc-example-project

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

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barrust/count-min-sketch

Count-Min Sketch Implementation in C

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

JohnGoertz/Gumbi

Gaussian Process Model Building Interface

Language: Python - Size: 19 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 50 - Forks: 1

ShogunYash/My-Code-Space

This contains my course assignments of SEM 3

Language: Python - Size: 4.86 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 1

liesel-devs/liesel-jss

Installation instructions and supplementary material for the Liesel JSS manuscript

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daeh/computed-appraisals

Computed Appraisals Model. Code and data for the 2023 paper, "Emotion prediction as computation over a generative theory of mind"

Language: Python - Size: 9.52 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 2

ChiSym/Gen.clj

A general-purpose probabilistic programming system with programmable inference.

Language: Clojure - Size: 13.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 21 - Forks: 3

kumar-shridhar/ProbAct-Probabilistic-Activation-Function

Official PyTorch implementation of the paper : ProbAct: A Probabilistic Activation Function for Deep Neural Networks.

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rstammer/cmd_stan_rb

Ruby interface to Stan for Bayesian Inference from Ruby environments

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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: 1 day ago - Pushed at: about 1 year ago - Stars: 62 - Forks: 8

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: 27 days ago - Pushed at: about 2 years ago - Stars: 149 - Forks: 33

JuliaRobotics/KernelDensityEstimate.jl

Kernel Density Estimate with product approximation using multiscale Gibbs sampling

Language: Julia - Size: 640 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 7

tallamjr/tubingen-probabilistic-ml

Material for Philipp Hennig's course: Probabilistic Machine Learning, at Tubingen

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harshal306/PredictingSemanticOrientationOfCommunication

Sentiment Analysis of Communication over Social Network

Language: C - Size: 1.9 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 4

JamesYang007/autoppl

C++ template library for probabilistic programming

Language: C++ - Size: 2.3 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 47 - Forks: 5

ziatdinovmax/pyroVED

Invariant representation learning from imaging and spectral data

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

lovasoa/bloomfilter

Simplistic (but fast) java implementation of a bloom filter.

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prismplp/prism

probabilistic logic programming language for statistical modeling

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davidar/stochaskell

Language: Haskell - Size: 4.88 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 3

rwth-irt/BayesNet.jl

Type stable implementation of a Bayesian network.

Language: Julia - Size: 312 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

jhrcook/pymc3-stan-comparison

Comparing the performance of the probabilistic programming languages PyMC3 and Stan.

Language: Python - Size: 15.6 MB - Last synced at: 2 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 1

dvrshil/pml-gp

Probabilistic ML

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google-research/recsim_ng

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

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zombie-einstein/probabilistic_ca

Probabilistic Cellular Automata Design and Analysis

Language: Python - Size: 7.05 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 3 - Forks: 2

pymc-devs/pymc-data-umbrella

Website: Data Umbrella & PyMC open source sessions

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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.

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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: 32.2 KB - Last synced at: 10 days ago - Pushed at: 5 months ago - Stars: 5 - Forks: 0

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.

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jpneto/topicsInPython

Jupyter notebooks about Programming, Statistics and Math

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PGM-Lab/InferPy

InferPy: Deep Probabilistic Modeling with Tensorflow Made Easy

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dedztbh/KuantumCircuitSim

A Fast & Lightweight Quantum Circuit Simulator & Analyzer implemented in Kotlin.

Language: Kotlin - Size: 182 KB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 0

epiforecasts/stanedit

Edit stan models from R

Language: R - Size: 88.9 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0

ax-va/Project-BayesianPy

This is a collection of algorithms and models written in Python for probabilistic programming. The main focus of the package is on Bayesian reasoning by using Bayesian networks, Markov networks, and their mixing.

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statsim/app

StatSim. Bayesian inference and statistical simulations in the browser

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crisprin17/SensibleSleep

SensibleSleep is an open-source Python package that implements a Hierarchical Bayesian model for learning sleep patterns from smartphone screen-on events.

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tuchris/Bayesian-Modeling-of-LED-Thermal-Systems

Repository accompanying the Master's Thesis: Bayesian Modeling of LED Thermal Systems for Advancing Predictive Maintenance. It contains the source code and data for Bayesian thermal modeling and analysis.

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NiemaAM/Ghost-Buster-Game

Online GhostBuster Game example for Probabilisitc Reasoning with JavaScript, HTML and CSS.

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probcomp/Genify.jl

Automatically convert Julia methods to Gen functions.

Language: Julia - Size: 1.25 MB - Last synced at: 5 days ago - Pushed at: about 4 years ago - Stars: 47 - Forks: 1

lasapp/lasapp

Replication package for paper submission with the same name.

Language: Python - Size: 350 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

baggepinnen/Turing2MonteCarloMeasurements.jl

Interface between Turing.jl and MonteCarloMeasurements.jl

Language: Julia - Size: 35.2 KB - Last synced at: 3 months ago - Pushed at: 8 months ago - Stars: 5 - Forks: 0

praise106-research/Plinko-KLEE-Clang

Examples and Programs for Probabilistic Symbolic Execution project. This has been built using KLEE, LLVM, Haskell & python3.

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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.

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jackyhuynh/ProbabilityInRobotic

Probability is fundamental to the Robotic movement. As humans, we solve these probabilities in a variety of ways.

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amzn/MXFusion 📦

Modular Probabilistic Programming on MXNet

Language: Python - Size: 6.98 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 104 - Forks: 31

fused-effects/fused-effects-random

Random number generation for fused-effects.

Language: Haskell - Size: 118 KB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

dirmeier/dmvi

Diffusion models for probabilistic programming

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SrGrace/10-Days-of-Statistics-Challenges

10 Days of Statistics Challenges at HackerRank

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Ahmed-Walaaeldin/Bayesian-Inference-classifier

Bayesian inference implementation and comparing accuracy against Sklearn

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cscherrer/Tilde.jl

WIP successor to Soss.jl

Language: Julia - Size: 383 KB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 74 - Forks: 1

cslarsen/miller-rabin

The Miller-Rabin probabilistic primality test in C++ w/GMP

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trungnt13/odin-ai

Orgainzed Digital Intelligent Network (O.D.I.N)

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probcomp/metaprob

An embedded language for probabilistic programming and meta-programming.

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ron010-1/probEstProject

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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 at: 11 days ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

probprog/bopp

BOPP: Bayesian Optimization for Probabilistic Programs

Language: Clojure - Size: 412 KB - Last synced at: 22 days ago - Pushed at: over 7 years ago - Stars: 114 - Forks: 18

theomgdev/Charlie7

The Unique Charlie7 Text Generation Model is a sophisticated algorithm designed for generating text based on patterns learned from input data. This model is particularly useful for tasks such as text completion, suggestion, and generation.

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quangtiencs/bayesian-cognitive-modeling-with-turing.jl

Bayesian Cognitive Modeling with Turing.jl (Julia Programming Language)

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

Probabilistic load forecasting with Reservoir Computing

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joshuacortez/bayesian-blog

Code and explanations on modeling a collegiate basketball tournament using pymc

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kirangauthier/enzymeBayesKucukelbir

Repository for Machine Learning with Probabilistic Programming by Alp Kucukelbir

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UBOdin/mimir

Data-ish exploration through SQL+Uncertainty

Language: Scala - Size: 126 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 13

argmaxml/conjugate_prior

Implementation of the conjugate prior table for Bayesian Statistics

Language: Python - Size: 69.3 KB - Last synced at: 5 days ago - Pushed at: 11 months ago - Stars: 52 - Forks: 7

bagnalla/zar

Formally Verified Samplers From Probabilistic Programs With Loops and Conditioning

Language: Coq - Size: 14.4 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

di-unipi-socc/EdgeUsher

A declarative prototype to solve the VNF placement in Cloud-Edge scenarios.

Language: Prolog - Size: 37.5 MB - Last synced at: 11 months ago - Pushed at: about 4 years ago - Stars: 11 - Forks: 2

UBC-Stat-ML/blangSDK

Blang's software development kit

Language: Xtend - Size: 3.09 MB - Last synced at: 6 days ago - Pushed at: 11 months ago - Stars: 24 - Forks: 6

sathya-ml/variational-inference-pyro-lab

Materials for a 2022/23 CS graduate lab on variational inference and probabilistic programming with Pyro-PPL.

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luiarthur/TuringBnpBenchmarks

Benchmarks of Bayesian Nonparametric models in Turing and other PPLs

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probmods/probmods2

probmods 2: electric boogaloo

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Zeta611/stappl

🎲 Statically typed probabilistic programming language, feat. GADT

Language: OCaml - Size: 835 KB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 1

SourabhKul/Pyro-Tutorial

A tutorial for getting started with PPLs and Pryo

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renesugar/pph-cpp

Perfect hash function generator

Language: C++ - Size: 1.94 MB - Last synced at: 10 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

martin-majlis/py-probstructs

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

Language: C++ - Size: 79.1 KB - Last synced at: 18 days ago - Pushed at: 9 months ago - Stars: 6 - Forks: 1

mengqvist/data_analysis_mbml

Pyro code for reproducing examples from John Winns MBML book.

Language: Jupyter Notebook - Size: 32.7 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 4 - Forks: 0

mengqvist/data_analysis_sivia

Pyro code for reproducing some of the examples from the Data Analysis book by D. S. Sivia.

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MatthiasNickles/diff-SAT

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

Language: Scala - Size: 2.24 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 61 - Forks: 3

pyladiesams/pyro-may2023

Meet Uber's Pyro - popular framework for probabilistic programming. Learn how to introduce regularization and prior assumptions into a model, at first for a simple use case of Bayesian Linear Regression and later in an introduction to deep generative models with Pyro.

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unbalancedparentheses/the_bayes_way

📚 The Bayes Way 🎓

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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: 2.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

ccmadden/eecs280-p5

Automatically identify the subject of posts from the EECS 280 Piazza using natural language processing and machine learning techniques.

Language: C++ - Size: 3.26 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

LucasKleaL/ProbabilisticAlgorithms

Probabilistic Algorithms class projects and datasets.

Size: 979 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

stoverc/Slots

A collection of slots-related code (initially in Python3, but perhaps more later)

Language: Python - Size: 3.91 KB - Last synced at: 4 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

Everloom-129/ECE314_Probability_Lab

Lab assignment for ECE314, the lab for ECE313 Probability

Language: Jupyter Notebook - Size: 24.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

plugyawn/gp-zoo

A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably including Stochastic Variational Gaussian Processes.

Language: Jupyter Notebook - Size: 56.4 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 0

allenvox/pearson-correlation 📦

Calculating the Pearson Correlation Coefficient for big data

Language: C++ - Size: 623 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

imwrdo/Probabilistic-methods

PM course on Gdansk University of Technology

Language: Python - Size: 29.3 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

quickheaven/WumpusWorld

Language: Python - Size: 99.6 KB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

brandonwillard/symbolic-pymc3 📦

Symbolic mathematics for Bayesian modeling in PyMC3 and Theano

Language: Python - Size: 203 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

ocramz/ppl.old 📦

Language: Haskell - Size: 39.1 KB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

ai-vidya/PP-Tutorial

Probabilistic Programming Tutorial Site for PLDI 2019

Size: 6.84 KB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

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

JeaustinSirias/Simulacion_de_aplicaciones_teoria_probabilidad_ing_electrica

Projecto eléctrico orientado a desarrollar soluciones a problemas puntuales de la ingeniería, a través de la teoría de la probabilidad.

Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

tibernard/AI

Artificial Intelligence

Language: Jupyter Notebook - Size: 172 KB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0