GitHub topics: latent-variables
yrosseel/lavaan
an R package for structural equation modeling and more
Language: R - Size: 9.69 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 464 - Forks: 109
realrate/Causing
Causing: CAUsal INterpretation using Graphs
Language: Python - Size: 4.68 MB - Last synced at: 15 days ago - Pushed at: 29 days ago - Stars: 58 - Forks: 9
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: 47.2 MB - Last synced at: 23 days ago - Pushed at: about 1 month ago - Stars: 19 - Forks: 6
brandmaier/onyx
Ωnyx - Structural Equation Modeling
Language: Java - Size: 6.35 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 1
ecmerkle/blavaan
An R package for Bayesian structural equation modeling
Language: R - Size: 266 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 93 - Forks: 22
mkearney/tidyversity
🎓 Tidy tools for academics
Language: R - Size: 480 KB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 171 - Forks: 16
haziqj/lavaan.bingof
Limited Information Goodness of Fit Tests for Binary Factor Models
Language: R - Size: 1.66 GB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 1
nuria-sv/toscca-mm
Thresholded Sparse CCA for Multiple Measurements
Language: R - Size: 163 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
fdtomasi/regain
REGAIN (Regularised Graphical Inference)
Language: Jupyter Notebook - Size: 52.6 MB - Last synced at: 4 days ago - Pushed at: almost 2 years ago - Stars: 29 - Forks: 13
immerse-ucsb/immerse-ucsb.github.io
GH pages repository to host all tutorial scripts as websites for sharing (PDF/HTML formats).
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joseTamezPena/ILAA
Evaluation of HMCA for Latent Biomarker Discovery
Language: HTML - Size: 996 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0
EdoardoBotta/Gaussian-Mixture-VAE
[Pytorch] Minimal implementation of a Variational Autoencoder (VAE) with Categorical Latent variables.
Language: Python - Size: 25.4 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 0
ankushgpta2/Vision2DeepManifold
Pipeline Consisting of LSTM + Variational and Transformer Based Autoencoders + PCA/UMAP (Parameterized and Non-Parameterized) For Generating Low-Dim Manifold Representation of V1 Neural Activity
Language: Python - Size: 87.9 KB - Last synced at: 12 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
ankushgpta2/Find_My_Images_v1.01
Deep Neural Net For Finding Similar Images With Hyperparameter Optimization + AWS And Azure GPU Capabilities
Language: Jupyter Notebook - Size: 562 KB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0
mims-harvard/medusa
Jumping across biomedical contexts using compressive data fusion
Language: Python - Size: 21.5 KB - Last synced at: about 1 year ago - Pushed at: almost 9 years ago - Stars: 7 - Forks: 5
PLBMR/mentalHealthDataAnalysis
Data Analysis on Mental Health.
Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: 5 months ago - Pushed at: over 7 years ago - Stars: 21 - Forks: 6
inzapp/deep-cluster
Clustering with feature extracted from auto encoder gives better result than K-Means.
Language: Python - Size: 91.8 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
Ludwiggle/ElasticLerp
Time-warped interpolation of latent space
Language: Mathematica - Size: 1.38 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0
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 at: 10 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1
wmkouw/NLARX
ForneyLab.jl factor node for a nonlinear latent autoregressive model with exogenous input.
Language: Julia - Size: 12.7 KB - Last synced at: 2 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0
kmpoon/pltm-east
Pouch latent tree models for multidimensional clustering
Language: Java - Size: 1.73 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 1
AlexiaJM/LEGIT
An R package for the Latent Environmental & Genetic InTeraction (LEGIT) model
Language: R - Size: 2.25 MB - Last synced at: about 2 months ago - Pushed at: over 4 years ago - Stars: 12 - Forks: 2
coletl/names_eval
Evaluating preprocessing methods to predict ethnic distributions using names
Language: R - Size: 14.6 KB - Last synced at: almost 2 years ago - Pushed at: over 7 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 at: almost 2 years ago - Pushed at: over 6 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 at: almost 2 years ago - Pushed at: over 3 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 at: 3 months ago - Pushed at: almost 2 years 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 at: about 2 years ago - Pushed at: over 2 years 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.
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MaksimEkin/RFoT
Random Forest of Tensors (RFoT) is a tensor decomposition based ensemble semi-supervised classifier.
Language: Python - Size: 8.66 MB - Last synced at: 2 months ago - Pushed at: about 3 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 at: about 2 years ago - Pushed at: almost 6 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 & Muthén (2014).
Size: 2.74 MB - Last synced at: about 2 years ago - Pushed at: over 2 years 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 at: about 2 years ago - Pushed at: over 2 years 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 at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0
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 at: over 2 years ago - Pushed at: almost 4 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 at: over 2 years ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 3
jslefche/sem_book
An Introduction to Structural Equation Modeling
Language: HTML - Size: 1.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 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 at: over 2 years ago - Pushed at: almost 4 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 at: over 2 years ago - Pushed at: over 4 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 at: over 2 years ago - Pushed at: about 4 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 at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0
fvalle1/latentrees
Latent variable hierarchical model
Language: Jupyter Notebook - Size: 28.1 MB - Last synced at: about 2 months ago - Pushed at: almost 3 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 at: 23 days ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 4
JasperHG90/Latent.jl
Implementation of latent variable models in Julia
Language: Julia - Size: 1.05 MB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0
ncchung/jaws
Jackstraw Weighted Shrinkage Methods
Language: R - Size: 17.6 KB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0
britojr/lkbn
Latent K-tree Bayesian Networks learner
Language: Go - Size: 249 KB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0
