latent-variables 开源项目推荐（61 个）

yrosseel /lavaan

结构方程建模等R软件包

mkearney /tidyversity

🎓 Tidy tools for academics

ecmerkle /blavaan

An R package for Bayesian structural equation modeling

Trhova /Multi-omics

多组学集成直观指南，包含玩具示例：监督潜成分（DIABLO）、非监督共享/部分/唯一结构（DIVAS）、VAE/条件VAEs及关键基线（MOFA、JIVE、SNF），附实用技巧+代码。

realrate /Causing

Causing: CAUsal INterpretation using Graphs

jslefche /sem_book

An Introduction to Structural Equation Modeling

fdtomasi /regain

REGAIN (Regularised Graphical Inference)

lanl /T-ELF

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

brandmaier /onyx

Ωnyx - Structural Equation Modeling

PLBMR /mentalHealthDataAnalysis

Data Analysis on Mental Health.

kgdunn /process-improve

Python toolkit for analysis of industrial process data; multivariate analysis, designed experiments, process monitoring.

mikezhang95 /HDNO

This is the source code for HDNO: a hierarchical model for task-oriented dialogue system.

badass-techie /These-People-Do-Not-Exist

AI that generates human faces which have never been seen before. The future is now 😁

AmirhosseinHonardoust /Loyalty-Behavioral-Geometry

A deep exploration of loyalty as a multi-dimensional behavioral system shaped by intent, habit, and sensitivity. This article introduces a geometric framework for modeling customer behavior, predicting churn trajectories, and designing ML systems that understand loyalty as a dynamic state, not a metric.

haziqj /INLAvaan

An R package for Bayesian structural equation modeling using INLA

ys1998 /vae-latent-structure

PyTorch implementation of "Variational Autoencoders with Jointly Optimized Latent Dependency Structure" [ICLR 2019]

AlexiaJM /LEGIT

An R package for the Latent Environmental & Genetic InTeraction (LEGIT) model

bwassie /LoL-match-analytics

Match Predictions for Professional League of Legends Matches

GavinPHR /Spectral-Parser

High-Performance Implementation of Spectral Learning of Latent-Variable PCFGs (Cohen et al., 2013)

mims-harvard /medusa

Jumping across biomedical contexts using compressive data fusion