latent-variables

There are 0 repository under latent-variables topic.

yrosseel / lavaan
an R package for structural equation modeling and more
structural-equation-modeling latent-variables factor-analysis growth-curve-models path-analysis multilevel-models multivariate-analysis psychometrics missing-data statistical-modeling
Language:R 396
mkearney / tidyversity
🎓 Tidy tools for academics
tidyverse tidy rstats r statistics analysis academic research science mkearney-r-package regression linear-models general-linear-model logistic-regression poisson-regression negative-binomial-regression robust-regression structural-equation-modeling latent-variables tidyversity
Language:R 170
ecmerkle / blavaan
An R package for Bayesian structural equation modeling
structural-equation-modeling latent-variables factor-analysis growth-curve-models path-analysis multilevel-models multivariate-analysis psychometrics missing-data bayesian-statistics cran statistical-modeling
Language:R 77
Causing
realrate / Causing
Causing: CAUsal INterpretation using Graphs
causality-analysis mediation-analysis effects-modeling causal-networks latent-variables dag graph-theory do-calculus structural-equation-modeling structural-analysis simultaneous-equation neural-networks derivatives automatic-differentiation python pytorch graphs gnn
Language:Python 52
fdtomasi / regain
REGAIN (Regularised Graphical Inference)
scikit-learn graphical-models network-inference machine-learning latent-variables time-series
Language:Jupyter Notebook 28
jslefche / sem_book
An Introduction to Structural Equation Modeling
sem path-analysis latent-variables lavaan piecewisesem
Language:HTML 21
PLBMR / mentalHealthDataAnalysis
Data Analysis on Mental Health.
health data data-science mental-health logistic-regression decision-trees cross-validation statistics statistical-analysis latent-variable-models latent-variables multinomial-regression
Language:Jupyter Notebook 21
mikezhang95 / HDNO
This is the source code for HDNO: a hierarchical model for task-oriented dialogue system.
natural-language-processing dialogue-systems reinforcement-learning hierarchical-reinforcement-learning natural-language-generation task-oriented-dialogue-system multiwoz pytorch latent-variables option-framework chatbot policy-gradient latent-dialogue-act
Language:Python 18
badass-techie / These-People-Do-Not-Exist
AI that generates human faces which have never been seen before. The future is now 😁
deep-learning computer-vision deep-generative-modelling convolutional-neural-networks cnn python tensorflow keras generative-adversarial-networks gan generator discriminator latent-space latent-variables deepfake stylegan nvidia
Language:Python 15
ys1998 / vae-latent-structure
PyTorch implementation of "Variational Autoencoders with Jointly Optimized Latent Dependency Structure" [ICLR 2019]
pytorch iclr2019 vae latent-variables bayesian-network
Language:Python 13
AlexiaJM / LEGIT
An R package for the Latent Environmental & Genetic InTeraction (LEGIT) model
r interactions glm genetics environment gxe latent-variable-models latent-variables genetic-variants gxe-modelling
Language:R 12
brandmaier / onyx
Ωnyx - Structural Equation Modeling
gui latent-variables sem structural-equation-modeling
Language:Java 10
bwassie / LoL-match-analytics
Match Predictions for Professional League of Legends Matches
league-of-legends esports latent-variables
Language:Python 8
GavinPHR / Spectral-Parser
High-Performance Implementation of Spectral Learning of Latent-Variable PCFGs (Cohen et al., 2013)
syntactic-parser syntactic-parsing spectral-learning pcfg latent-variable-models latent-variables
Language:Python 8
mims-harvard / medusa
Jumping across biomedical contexts using compressive data fusion
data-fusion latent-variables matrix-factorization compressive-data-fusion biomedical-contexts
Language:Python 7
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.
blind-source-separation dimensionality-reduction feature-extraction gpu high-performance-computing hpc latent-variables machine-learning matrix matrix-completion matrix-factorization non-negative-matrix-factorization pattern-extraction semi-supervised-learning tensor-decomposition tensor-factorization tensors text-preprocessing unsupervised-learning
Language:Python 6
sremes / wishart-gibbs-kernel
A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings (ACML 2017)
wishart-gibbs-kernel multi-task gaussian-processes latent-variables
Language:MATLAB 4
egeminiani / penfa
R package for penalized factor analysis via trust-region algorithm and automatic multiple tuning parameter selection
factor-analysis penalization psychometrics latent-variables optimization lasso multiple-group
Language:R 3
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 & Muthén (2014).
latent-class-analysis latent-variables mixture-model mplus mplusautomation structural-equation-modeling tutorial
3
variational-inference-gmm
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.
variational-inference elbo kl-divergence probabilistic-graphical-models coordinate-ascent gaussian-mixture-model latent-variables python variational-lower-bound mean-field-theory
Language:Jupyter Notebook 3
janwithb / latent-space-plots
A simple Jupyter notebook to visualize data in latent space using dimensionality reduction techniques.
reinforcement-learning principal-component-analysis tsne-algorithm latent-variables latent-variable-models visualization latent-space animation
Language:Jupyter Notebook 2
kmpoon / pltm-east
Pouch latent tree models for multidimensional clustering
clustering latent-variables probabilistic-graphical-models
Language:Java 2
lanl / pyDRESCALk
Distributed Non Negative RESCAL decomposition with estimation of latent features
nonnegative-tensor-decomposition relational-model relational-data latent-variables distributed-gpu distributed-cpu clustering-algorithm parallel-programming dynamic-networks artificial-intelligence unsupervised-learning relational-learning
Language:Python 2
coletl / names_eval
Evaluating preprocessing methods to predict ethnic distributions using names
political-science kenya spatial latent-variables
Language:R 1
dhruba018 / Transfer_Learning_Precision_Medicine
Implementation of transfer learning approaches for predictive modeling of anticancer drug sensitivity.
transfer-learning domain-transfer nonlinear-optimization polynomial-regression latent-variables
Language:MATLAB 1
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.
latent-class-analysis latent-variables mixture-models mplus mplusautomation structural-equation-modeling tutorial
1
immerse-ucsb.github.io
immerse-ucsb / immerse-ucsb.github.io
GH pages repository to host all tutorial scripts as websites for sharing (PDF/HTML formats).
applied-statistics data-science latent-class-analysis latent-profile-analysis latent-variables mixture-models structural-equation-modeling turtorials
Language:HTML 1
immerse-ucsb / intro_to_rstudio
This walkthrough is presented by the IMMERSE team and will go through some common tasks carried out in R.
latent-class-analysis latent-variables mplusautomation rstats structural-equation-modeling tutorial
Language:HTML 1
immerse-ucsb / quick-lca-mplusauto
Demonstrate the speed of running an LCA analysis using MplusAutomation
latent-class-analysis latent-variables mixture-model mplus mplusautomation structural-equation-modeling tutorial
1
MaksimEkin / RFoT
Random Forest of Tensors (RFoT) is a tensor decomposition based ensemble semi-supervised classifier.
canonical-polyadic classification clustering cpd cybersecurity factorization latent-variables machine-learning malware-analysis semi-supervised-learning tensor-decomposition tensors
Language:Python 1
ncchung / jaws
Jackstraw Weighted Shrinkage Methods
statistics latent-variables statistical-learning regularization shrinkage pca
Language:R 1
wmkouw / NLARX
ForneyLab.jl factor node for a nonlinear latent autoregressive model with exogenous input.
message-passing factor-graphs autoregressive-processes latent-variables
Language:Julia 1
ankushgpta2 / Find_My_Images_v1.01
Deep Neural Net For Finding Similar Images With Hyperparameter Optimization + AWS And Azure GPU Capabilities
aws azure confusion-matrix cosine-distance database deep-learning images knn latent-space latent-variables machine-learning similarity-score similarity-search
Language:Jupyter Notebook 0
FabrizioMusacchio / dimensionality_reduction
Code used in blog post about dimensionality reduction using Python
autoencoder dimensionality-reduction factor-analysis latent-space latent-variables pca
Language:Python 0
haziqj / lavaan.bingof
Limited Information Goodness of Fit Tests for Binary Factor Models
factor-analysis latent-variables psychometrics r simulation complex-samples composite-likelihood goodness-of-fit pairwise survey-weights
Language:R 0
joseTamezPena / ILAA
Evaluation of HMCA for Latent Biomarker Discovery
bioinformatics decorrelation latent-variables
Language:HTML

latent-variables

yrosseel / lavaan

mkearney / tidyversity

ecmerkle / blavaan

realrate / Causing

fdtomasi / regain

jslefche / sem_book

PLBMR / mentalHealthDataAnalysis

mikezhang95 / HDNO

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

ys1998 / vae-latent-structure

AlexiaJM / LEGIT

brandmaier / onyx

bwassie / LoL-match-analytics

GavinPHR / Spectral-Parser

mims-harvard / medusa

lanl / T-ELF

sremes / wishart-gibbs-kernel

egeminiani / penfa

immerse-ucsb / 3-Step-ML-auto

mark-antal-csizmadia / variational-inference-gmm

janwithb / latent-space-plots

kmpoon / pltm-east

lanl / pyDRESCALk

coletl / names_eval

dhruba018 / Transfer_Learning_Precision_Medicine

immerse-ucsb / BCH-MplusAuto

immerse-ucsb / immerse-ucsb.github.io

immerse-ucsb / intro_to_rstudio

immerse-ucsb / quick-lca-mplusauto

MaksimEkin / RFoT

ncchung / jaws

wmkouw / NLARX

ankushgpta2 / Find_My_Images_v1.01

FabrizioMusacchio / dimensionality_reduction

haziqj / lavaan.bingof

joseTamezPena / ILAA