bayesian-learning 开源项目推荐（35 个）

mbeyeler /opencv-machine-learning

M. 贝耶勒（2017）。OpenCV的机器学习：利用Python进行智能图像处理。帕克特出版社，ISBN 978-178398028-4。

kourouklides /artificial_neural_networks

A collection of Methods and Models for various architectures of Artificial Neural Networks

AmourWaltz /BayesLMs

Project of IEEE/ACM TASLP “Bayesian Neural Network Language Modeling for Speech Recognition”

loreloc /bayesian-gp-regression

Comparison of Several Bayesian Regression Techniques and Gaussian Processes

hongyehu /ShallowShadowTomography

This is the code for post-processing the shallow shadow tomography data and doing error mitigation on the noisy hardware.

angelognazzo /Probabilistic-Artificial-Intelligence

Repository that contains the projects of the Probabilistic Artificial Intelligence class offered in Fall 2021 at ETH Zurich

DanielCorralesAlonso /CRC_Risk_BN

Colorectal cancer risk mapping through Bayesian Networks

prashjha /BayesForSEIRD

Application of OPAL (Occam Plausibility Algorithm) based Bayesian learning to SEIRD model of COVID-19 disease spread in Texas

enesyugan /continual-asr

Research code for continual multilingual ASR and code-switching speech recognition with Whisper, Qwen2-Audio, LoRA, Bayesian low-rank factorization, and weight centralization.

Dorsa-Arezooji /Retail-Analytics

Walmart sales prediction with Linear Regression and Random Forests + Bayesian Structure Learning

prushh /data-analytics-exercises

Exercises for the "Data Analytics" course, University of Bologna (2021/2022)

SukritiGupta /Bayesian_Learning

Learning parameters for a bayesian network based on health records data -Assignment 4 (Artificial Intelligence: COL333)

tom-gilbertsons-lab /bandit-data-modelling

computational modelling for restless bandit behavioural data (thalamotomy oedema work)

tmcarmichael /compass

Control architecture for an agent that perceives, plans, learns, and acts in a 3D MMORPG. Evolved from a monolith through reactive rules, state machines, and utility scoring to GOAP planning. JPS/A* pathfinding, DDA line-of-sight, Bayesian adaptation. Pure Python 3.14 (free-threaded), zero dependencies.

ivanorsolic /ssm

A fork of a Bayesian learning and inference for state space models library, created due to some dependencies mismatching and for posterity because it's used in a private Colab notebook.

fredericowieser /UCL-MSc-Machine-Learning-Coursework

My PDF solutions to our courseworks for the 2024-2025 year

ziyaddhuka /Learning-algorithms-in-Bayesian-Network

Implementation of FOD-learn (fully observed data), Expectation Maximisation(Partially Observed Data) and Latent Variable Learning in Bayesian Network

VadimSokolov /bayes_ai_deep_learning

A textbook that develops Bayesian reasoning, statistical learning and deep learning as one probabilistic framework, from Bayes' rule and decision theory to neural networks, transformers and AI agents, with code in R and Python.

bagheri365 /observelab

Researching policy-induced observability in recommender systems: when serving policies create self-confirming preference models, and when exploration is worth the cost.

ion-bueno /bayesian-learning

Making use of bayesian learning, three common applications are developed.