ngalioto/mcmc-samplers

A Python package for MCMC sampling.

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mgiannopoulos24/Artificial-Intelligence

Solutions for the Projects of the Artificial Intelligence (CS 188) course of UC Berkeley

Language: Python - Size: 22.6 MB - Last synced at: 3 days ago - Pushed at: 4 days ago - Stars: 12 - Forks: 9

TuringLang/Turing.jl

Bayesian inference with probabilistic programming.

Language: Julia - Size: 35.9 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 2,107 - Forks: 225

april-tools/cirkit

a python framework to build, learn and reason about probabilistic circuits and tensor networks

Language: Python - Size: 31 MB - Last synced at: 9 days ago - Pushed at: 18 days ago - Stars: 92 - Forks: 9

tstran155/Optimization-of-building-energy-consumption

This repo demonstrates how to build a surrogate (proxy) model by multivariate regressing building energy consumption data (univariate and multivariate) and use (1) Bayesian framework, (2) Pyomo package, (3) Genetic algorithm with local search, and (4) Pymoo package to find optimum design parameters and minimum energy consumption.

Language: Jupyter Notebook - Size: 5.31 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 27 - Forks: 6

KevinBian107/Suboptimal-Optimization

Investigating an "easy" version of continuallearning: learning different strategies within an single task

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ML-KULeuven/problog

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

Language: Python - Size: 18.4 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 334 - Forks: 39

agrumery/aGrUM

This repository is a mirror. If you want to raise an issue or contact us, we encourage you to do it on Gitlab (https://gitlab.com/agrumery/aGrUM).

Language: Jupyter Notebook - Size: 326 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 34 - Forks: 0

vsimkus/pmr2024-hmm

An official repository for tutorials of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

Language: Jupyter Notebook - Size: 253 KB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 9

Tractables/ProbabilisticCircuits.jl

Probabilistic Circuits from the Juice library

Language: Julia - Size: 10.8 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 106 - Forks: 11

probsys/sppl

Probabilistic programming system for fast and exact symbolic inference

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

jarridrb/DEM

Code for the paper Iterated Denoising Energy Matching for Sampling from Boltzmann Densities.

Language: Python - Size: 36 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 46 - Forks: 6

kanavgoyal898/markoText

markoText is a Python-powered story generator using a Bag of Words Markov Chain model to craft narratives. By training on input text, it learns word transition probabilities to generate unique content mimicking the style and structure of the original.

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University-Project-Repos/AI__A-star_search

Language: Python - Size: 35.2 KB - Last synced at: 24 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

ksheersaagr/Moms-Spaghetti

Stash of some of the most potent research papers, blogs and videos on AI which I liked.

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aidanscannell/ModeOpt

Mode remaining active learning for multimodal dynamical systems in TensorFlow/GPflow.

Language: Python - Size: 168 MB - Last synced at: 11 months ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

vsimkus/pmr2024-vae

An official repository for a VAE tutorial of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

Language: Jupyter Notebook - Size: 5.42 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 4

exbibyte/coursework_prob_learning

archived content from probabilistic learning course

Language: TeX - Size: 5.08 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

cambridge-mlg/DUN

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

Language: Jupyter Notebook - Size: 34.8 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 71 - Forks: 11

francescoalemanno/KissABC.jl

Pure julia implementation of Multiple Affine Invariant Sampling for efficient Approximate Bayesian Computation

Language: Julia - Size: 2.98 MB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 8

vsimkus/pmr2024-pgm-demo

An official repository for a PGM demo of Probabilistic Modelling and Reasoning (2023/2024) - a University of Edinburgh master's course.

Language: Jupyter Notebook - Size: 470 KB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 3

mbanf/METACLUSTER

R package for context-specific functionality analysis of metabolic gene clusters

Language: R - Size: 2.39 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 7

AndyShih12/LongHorizonTemperatureScaling

PyTorch implementation for "Long Horizon Temperature Scaling", ICML 2023

Language: Python - Size: 1.36 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 15 - Forks: 0

VincentDerk/ACircuitMiner

An Arithmetic Circuit Miner

Language: Java - Size: 188 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

GT-RAIL/clamp

Combined Learning from Demonstration and Motion Planning

Language: MATLAB - Size: 228 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 10 - Forks: 6

MrVPlusOne/STEADY

Simultaneous State Estimation and Dynamics Learning from Indirect Observations.

Language: Julia - Size: 19.8 MB - Last synced at: 19 days ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

martinferianc/ComBiNet

ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation

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gtrll/piper

Language: C++ - Size: 25.4 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 55 - Forks: 20

nsg-ethz/netdice

A scalable and accurate probabilistic network configuration analyzer verifying network properties in the face of random failures.

Language: Python - Size: 1020 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 28 - Forks: 1

abhikr360/Small-Variance-Asymptotics

Small Variance Asymptotics in Non Parametric Bayesian Clustering

Language: C++ - Size: 12.9 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2

shreyas-kowshik/ILStrudel.jl

Code for the paper "ILStrudel : Independence Based Learning of Structured-Decomposable Probabilistic Circuit Ensembles" accepted at the TPM Workshop, UAI'21

Language: Julia - Size: 6.68 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

allenlsj/physics_world_rl

Implementation of CogSci 2019 paper 'Active physical learning via reinforcement learning'

Language: Python - Size: 3.39 MB - Last synced at: 5 months ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 4

kccqzy/probabilistic-program-inference

A Simple Probabilistic Program Inference Tool Supporting Loops

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tristndev/ComPI

A Benchmarking Suite for Probabilistic Inference Frameworks 📊🔍 Developed at IFIS, University of Lübeck

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sidroopdaska/SignLanguageRecogniser

Size: 0 Bytes - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0