Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: latent-variables

haziqj/lavaan.bingof

Limited Information Goodness of Fit Tests for Binary Factor Models

Language: R - Size: 1.65 GB - Last synced: 7 days ago - Pushed: 7 days ago - Stars: 0 - Forks: 0

immerse-ucsb/immerse-ucsb.github.io

GH pages repository to host all tutorial scripts as websites for sharing (PDF/HTML formats).

Language: HTML - Size: 24.8 MB - Last synced: 7 days ago - Pushed: 8 days ago - Stars: 1 - Forks: 1

brandmaier/onyx

Ξ©nyx - Structural Equation Modeling

Language: Java - Size: 6.34 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 10 - Forks: 1

joseTamezPena/ILAA

Evaluation of HMCA for Latent Biomarker Discovery

Language: HTML - Size: 975 MB - Last synced: 22 days ago - Pushed: 22 days ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 37.4 MB - Last synced: 21 days ago - Pushed: 22 days ago - Stars: 6 - Forks: 1

yrosseel/lavaan

an R package for structural equation modeling and more

Language: R - Size: 8.53 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 396 - Forks: 93

ecmerkle/blavaan

An R package for Bayesian structural equation modeling

Language: R - Size: 255 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 77 - Forks: 21

fdtomasi/regain

REGAIN (Regularised Graphical Inference)

Language: Jupyter Notebook - Size: 52.6 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 28 - Forks: 12

mims-harvard/medusa

Jumping across biomedical contexts using compressive data fusion

Language: Python - Size: 21.5 KB - Last synced: 2 months ago - Pushed: almost 8 years ago - Stars: 7 - Forks: 5

fvalle1/latentrees

Latent variable hierarchical model

Language: Jupyter Notebook - Size: 28.1 MB - Last synced: 2 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

mkearney/tidyversity

πŸŽ“ Tidy tools for academics

Language: R - Size: 480 KB - Last synced: 2 months ago - Pushed: almost 6 years ago - Stars: 169 - Forks: 16

inzapp/deep-cluster

Clustering with feature extracted from auto encoder gives better result than K-Means.

Language: Python - Size: 91.8 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

Ludwiggle/ElasticLerp

Time-warped interpolation of latent space

Language: Mathematica - Size: 1.38 MB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

realrate/Causing

Causing: CAUsal INterpretation using Graphs

Language: Python - Size: 4.54 MB - Last synced: 27 days ago - Pushed: 28 days ago - Stars: 52 - Forks: 8

egeminiani/penfa

R package for penalized factor analysis via trust-region algorithm and automatic multiple tuning parameter selection

Language: R - Size: 3.68 MB - Last synced: 6 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

kmpoon/pltm-east

Pouch latent tree models for multidimensional clustering

Language: Java - Size: 1.73 MB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 2 - Forks: 1

coletl/names_eval

Evaluating preprocessing methods to predict ethnic distributions using names

Language: R - Size: 14.6 KB - Last synced: 10 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 1

sremes/wishart-gibbs-kernel

A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings (ACML 2017)

Language: Matlab - Size: 26.4 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 4 - Forks: 3

Pxie024/BayesInference_latentVariables

The Goal of this assignment is to get you familiar with the basics of Bayesian inference in large models with continuous latent variables, and the basics of stochastic variational inference.

Language: Jupyter Notebook - Size: 641 KB - Last synced: 11 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

FabrizioMusacchio/dimensionality_reduction

Code used in blog post about dimensionality reduction using Python

Language: Python - Size: 1.43 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

mikezhang95/HDNO

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

Language: Python - Size: 214 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 18 - Forks: 0

immerse-ucsb/intro_to_rstudio Fork of dinanajiarch/intro_to_rstudio

This walkthrough is presented by the IMMERSE team and will go through some common tasks carried out in R.

Language: HTML - Size: 7.62 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

MaksimEkin/RFoT

Random Forest of Tensors (RFoT) is a tensor decomposition based ensemble semi-supervised classifier.

Language: Python - Size: 8.66 MB - Last synced: 2 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

ys1998/vae-latent-structure

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

Language: Python - Size: 85.9 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 12 - Forks: 1

immerse-ucsb/3-Step-ML-auto

This R tutorial automates the 3-step ML auxiliary variable procedure using the MplusAutomation package (Hallquist & Wiley, 2018) to estimate models and extract relevant parameters. To learn more about auxiliary variable integration methods and why multi-step methods are necessary for producing un-biased estimates see Asparouhov & MuthΓ©n (2014).

Size: 2.74 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

immerse-ucsb/BCH-MplusAuto

This `R` tutorial automates the BCH two-step axiliary variable procedure (Bolk, Croon, Hagenaars, 2004) using the `MplusAutomation` package (Hallquist & Wiley, 2018) to estimate models and extract relevant parameters.

Size: 1.08 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

immerse-ucsb/quick-lca-mplusauto

Demonstrate the speed of running an LCA analysis using MplusAutomation

Size: 1.02 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

PLBMR/mentalHealthDataAnalysis

Data Analysis on Mental Health.

Language: Jupyter Notebook - Size: 23.6 MB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 17 - Forks: 6

mark-antal-csizmadia/variational-inference-gmm

Coordinate ascent mean-field variational inference (CAVI) using the evidence lower bound (ELBO) to iteratively perform the optimal variational factor distribution parameter updates for clustering.

Language: Jupyter Notebook - Size: 676 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

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

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

Language: Python - Size: 27.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 11 - Forks: 3

jslefche/sem_book

An Introduction to Structural Equation Modeling

Language: HTML - Size: 1.5 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 18 - Forks: 14

janwithb/latent-space-plots

A simple Jupyter notebook to visualize data in latent space using dimensionality reduction techniques.

Language: Jupyter Notebook - Size: 45.1 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

dhruba018/Transfer_Learning_Precision_Medicine

Implementation of transfer learning approaches for predictive modeling of anticancer drug sensitivity.

Language: MATLAB - Size: 1.34 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

GavinPHR/Spectral-Parser

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

Language: Python - Size: 16.5 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 4 - Forks: 1

RhettRautsaw/pyVAE Fork of kr-colab/popvae

Dataframe dimensionality reduction with a VAE

Language: Python - Size: 6.85 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

lanl/pyDRESCALk

Distributed Non Negative RESCAL decomposition with estimation of latent features

Language: Python - Size: 6.51 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 2 - Forks: 4

wmkouw/NLARX

ForneyLab.jl factor node for a nonlinear latent autoregressive model with exogenous input.

Language: Julia - Size: 12.7 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

AlexiaJM/LEGIT

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

Language: R - Size: 2.25 MB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 11 - Forks: 2

JasperHG90/Latent.jl

Implementation of latent variable models in Julia

Language: Julia - Size: 1.05 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

ncchung/jaws

Jackstraw Weighted Shrinkage Methods

Language: R - Size: 17.6 KB - Last synced: 10 months ago - Pushed: over 7 years ago - Stars: 1 - Forks: 0

britojr/lkbn

Latent K-tree Bayesian Networks learner

Language: Go - Size: 249 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

Related Keywords
latent-variables 41 structural-equation-modeling 10 factor-analysis 5 machine-learning 5 latent-class-analysis 5 statistics 4 mplusautomation 4 psychometrics 4 tutorial 4 latent-variable-models 4 dimensionality-reduction 3 latent-space 3 path-analysis 3 pytorch 3 python 3 r 3 mplus 3 tensor-decomposition 2 probabilistic-graphical-models 2 tensors 2 clustering 2 unsupervised-learning 2 semi-supervised-learning 2 growth-curve-models 2 missing-data 2 multilevel-models 2 multivariate-analysis 2 statistical-modeling 2 logistic-regression 2 rstats 2 clustering-algorithm 2 matrix-factorization 2 mixture-model 2 bayesian-inference 2 reinforcement-learning 2 data-science 2 sem 2 pca 2 mixture-models 2 kl-divergence 1 mean-field-theory 1 variational-inference 1 variational-lower-bound 1 canonical-polyadic 1 cnn 1 computer-vision 1 convolutional-neural-networks 1 deep-generative-modelling 1 deep-learning 1 deepfake 1 task-oriented-dialogue-system 1 discriminator 1 gan 1 generative-adversarial-networks 1 generator 1 complex-samples 1 cross-validation 1 data 1 vae 1 iclr2019 1 bayesian-network 1 malware-analysis 1 factorization 1 cybersecurity 1 decision-trees 1 health 1 cpd 1 mental-health 1 multinomial-regression 1 statistical-analysis 1 classification 1 coordinate-ascent 1 elbo 1 gaussian-mixture-model 1 keras 1 relational-data 1 relational-learning 1 relational-model 1 autoregressive-processes 1 factor-graphs 1 message-passing 1 environment 1 genetic-variants 1 genetics 1 glm 1 gxe 1 gxe-modelling 1 interactions 1 expectation-maximization 1 gaussian-mixture-models 1 hidden-markov-model 1 julia 1 mcmc-sampler 1 regularization 1 shrinkage 1 statistical-learning 1 bayesian-networks 1 bounded-treewidth 1 structure-learning 1 nvidia 1