em-algorithm 开源项目推荐（165 个）

moj-analytical-services /splink

Fast, accurate and scalable probabilistic data linkage with support for multiple SQL backends

jayshah19949596 /Machine-Learning-Models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

fgnt /pb_bss

Collection of EM algorithms for blind source separation of audio signals

je-suis-tm /machine-learning

图像处理、推荐系统、矩阵补全、Netflix问题及算法实现中的Python机器学习应用，包括共聚类、Funk SVD、SVD++、非负矩阵分解、Koren邻域模型、Koren集成模型、Dawid-Skene、Platt-Burges、期望最大化、因子分析、ISTA、FISTA、ADMM、高斯混合模型、OPTICS、DBSCAN、随机森林、决策树、支持向量机、独立分量分析、潜在语义索引、主成分分析、奇异值分解、K个最近邻、K个均值、朴素贝叶斯混合模型、高斯判别分析、牛顿法、坐标下降、梯度下降、弹性净回归、脊回归、套索回归、最小二乘、逻辑回归、线性回归

yoyolicoris /pytorch-NMF

A pytorch package for non-negative matrix factorization.

nickpoison /tsa4

R code for Time Series Analysis and Its Applications, Ed 4

nickpoison /astsa

R package to accompany Time Series Analysis and Its Applications: With R Examples -and- Time Series: A Data Analysis Approach Using R

helske /seqHMM

Multivariate and Multichannel Discrete Hidden Markov Models for Categorical Sequences

JensUweUlrich /Taxor

Fast and space-efficient taxonomic classification of long reads

moucheng2017 /EM-BPL-Semi-Seg

[MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation

vsmolyakov /ml

machine learning

viodotcom /ppca_rs

Python+Rust implementation of the Probabilistic Principal Component Analysis model

SSQ /Coursera-UW-Machine-Learning-Clustering-Retrieval

该项目在 GitHub 上没有填写描述

beginaid /GMM-EM-VB

This repository is for sharing the scripts of EM algorithm and variational bayes.

ddegras /switch-ssm

Markov-Switching State-Space Models

fboehm /gemma2

Zhou & Stephens (2014) GEMMA multivariate linear mixed model

betterenvi /EMNaiveBayes

Implementation of Unsupervised Naive Bayes with EM Algorithm

conradsnicta /armadillo-gmm

gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation

fchamroukhi /SaMUraiS

StAtistical Models for the UnsupeRvised segmentAion of tIme-Series

lingxuez /URSM

A Unified RNA Sequencing Model (URSM) for joint analysis of single cell and bulk RNA-seq data.