Projects in Awesome Lists tagged with expectation-maximization-algorithm

https://github.com/neka-nat/probreg

Python package for point cloud registration using probabilistic model (Coherent Point Drift, GMMReg, SVR, GMMTree, FilterReg, Bayesian CPD)

3d coherent-point-drift dual-quaternion dual-quaternion-skinning expectation-maximization-algorithm filterreg gaussian-mixture-models non-rigid-registration open3d point-cloud point-cloud-registration registration rigid-transformations variational-inference

Last synced: 15 May 2025

https://github.com/je-suis-tm/machine-learning

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression

batch-gradient-descent dbscan em-algorithm expectation-maximization expectation-maximization-algorithm factor-analysis independent-component-analysis k-nearest-neighbors lasso-regression latent-semantic-analysis linear-discriminant-analysis low-rank-approximation multinomial-naive-bayes naive-bayes newton-method ridge-regression sequential-minimal-optimization singular-value-decomposition stochastic-gradient-descent support-vector-machine

Last synced: 09 Apr 2025

https://github.com/mr-easy/gmm-em-python

Python implementation of EM algorithm for GMM. And visualization for 2D case.

expectation-maximization expectation-maximization-algorithm gaussian-mixture-models gmm-clustering machine-learning-algorithms visualization

Last synced: 11 Oct 2025

https://github.com/saniikakulkarni/gaussian-mixture-model-from-scratch

Implementing Gaussian Mixture Model from scratch using python class and Expectation Maximization algorithm. It is a clustering algorithm having certain advantages over kmeans algorithm.

clustering expectation-maximization-algorithm gaussian-mixture-models machine-learning python soft-clustering

Last synced: 27 Oct 2025

https://github.com/dmetivie/periodichiddenmarkovmodels.jl

Non-homogenous Hidden Markov Models

baum-welch-algorithm expectation-maximization-algorithm hidden-markov-models hmm-viterbi-algorithm julia

Last synced: 07 May 2025

https://github.com/mrvplusone/steady

Simultaneous State Estimation and Dynamics Learning from Indirect Observations.

expectation-maximization-algorithm machine-learning particle-filters probabilistic-inference stochastic-dynamics

Last synced: 03 Apr 2025

https://github.com/nonkloq/ml-from-scratch

Machine Learning Algortihms from scratch.

candidate-elimination-algorithm decision-trees expectation-maximization-algorithm gaussian-mixture-models kmeans-clustering linear-classification linear-regression ml-from-scratch multilayer-perceptron naive-bayes-classifier random-forest unsupervised-learning

Last synced: 29 Mar 2025

https://github.com/wd929/em_for_gmm

expectation-maximization-algorithm gaussian-mixture-models

Last synced: 23 Feb 2025

https://github.com/ashenoy95/ml

Machine Learning, Neural Nets, Deep Learning basics

backpropagation expectation-maximization-algorithm gmm lstm ml mlp mnist-classification neural-network python3 rnn-tensorflow speech-denoising

Last synced: 24 Feb 2025

https://github.com/kapshaul/ct-medical-imaging

The Expectation Maximization (EM) algorithm is used to reduce Poisson noise in CT images. The repository provides derivations and evaluations with the Cramer-Rao Lower Bound (CRLB).

expectation expectation-maximization expectation-maximization-algorithm iterative-algorithm matlab non-parametric-estimation non-parametric-statistics poisson-distribution signalprocessing statistical-estimations statistics

Last synced: 30 Mar 2025

https://github.com/mojne/semantic-index

Lightweight, single-file vector database for experiments and small projects.

autogpt chatgpt code-search embeddings expectation-maximization-algorithm information-retrieval latent-semantic-indexing lsi machine-learning memcache milvus semantic semantic-search svd

Last synced: 01 Apr 2025

https://github.com/foteinipapadopoulou/expectation-maximization

Implementation of EM algorithm for image

em expectation-maximization-algorithm python

Last synced: 13 Sep 2025

https://github.com/vikascd/netflix-recommender-system

Sistema de recomendación de títulos de Netflix basado en contenido. Incluye filtros por título, género y tipo de contenido (películas o series) con interfaz interactiva en Jupyter Notebook.

dbscan expectation-maximization-algorithm factor-analysis google-colab heroku jupyter-notebook linear-discriminant-analysis matrix-decompositions multinomial-naive-bayes naive-bayes netflix-recommendation-system paper-implementations pearson-correlation support-vector-machine