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GitHub topics: latent-variable-models

steventan0110/nFST

Repository for "Neural Finite-State Transducers". This repo is also a toolkit for latent-variable model training (uses finite-state machines to encode latent structure)

Language: Python - Size: 255 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

AnakokEmre/CoOP-LBM

Implementation of CoOP-LBM

Language: R - Size: 105 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Cartus/Latent-Forests

Learning Latent Forests for Medical Relation Extraction (authors' PyTorch implementation for the IJCAI20 paper)

Language: Python - Size: 97.1 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 1

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

juleka/SVAC-LVM-tutorial

This repository provides the workshop materials for latent variable models applied to data on wartime sexual violence. This workshop was previously taught at Ashoka University (2018) and Michigan State University (2019).

Language: R - Size: 1.54 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 3

markolalovic/likert-latent-relationship

A relationship between Likert scale item responses and hypothetical latent variables - Computational Statistical Methods Seminar

Language: TeX - Size: 2.72 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

mlesnoff/rnirs

R Package not developed anymore (only maintenance). Replaced by package rchemo

Language: R - Size: 17.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 0

zhenkewu/doubletree

🎄🎄 Nested Latent Class Models for Domain-Adaptive and Semi-supervised Learning of Cause-of-Deaths using Verbal Autopsy

Language: R - Size: 1.77 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

okartal/population_epigenetics

Population analysis of DNA methylation

Language: Python - Size: 216 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

STooDs-tools/STooDs

STooDs is a framework to build and estimate probabilistic models for data varying in Space, Time or other Dimensions.

Language: Fortran - Size: 238 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

giadasp/Psychometrics.jl

A Julia package that provides tools for psychometric data analysis.

Language: Julia - Size: 1.93 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 1

priyam314/Deep-Learning

Image Captioning project implemented in PyTorch. AutoEncoders are used here. The model takes an image as an input and generates text which describes the image.

Language: Jupyter Notebook - Size: 248 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

akshayratnawat/Latent_Class_Analysis

Latent Class Analysis on German Credit Data Set to find the latent variables affecting the credit outcomes and behaviour

Language: HTML - Size: 368 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

jxhe/cross-lingual-struct-flow

PyTorch implementation of ACL paper https://arxiv.org/abs/1906.02656

Language: Python - Size: 70.9 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 3

mrsp/gem

Gait-phase Estimation Module

Language: Python - Size: 182 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 2

js05212/RDL

Code for 'Relational Deep Learning: A Deep Latent Variable Model for Link Prediction' - AAAI

Language: Matlab - Size: 9.34 MB - Last synced at: 1 day ago - Pushed at: about 7 years ago - Stars: 6 - Forks: 3

garethjns/TF2FactorizationMachine

Factorization machine implemented in TensorFlow 2

Language: Python - Size: 2.13 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

timbmg/DIAL-LV

Re-implementation of "Latent Variable Dialogue Models and their Diversity" paper by Kris Cao & Stephen Clark. https://arxiv.org/abs/1702.05962

Language: Python - Size: 26.4 KB - Last synced at: 4 months ago - Pushed at: almost 6 years ago - Stars: 4 - Forks: 0

parshakova/apsn

Language: Python - Size: 1.22 MB - Last synced at: 24 days ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

usptact/Infer.NET-LatentCoins

Inferring coin biases in a model with latent selector variable

Language: C# - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

seonghobae/fixsem

Fix the problem of structural equation model in statistical learning perspectives

Language: R - Size: 22.5 KB - Last synced at: 2 days ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

m-clark/heatR

Visualizing correlation matrix structure.

Language: R - Size: 103 KB - Last synced at: 3 months ago - Pushed at: almost 7 years ago - Stars: 3 - Forks: 1

bozenne/lavaPenalty

lava plugin allowing regularization terms

Language: R - Size: 8.74 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 1

bozenne/lavaReduce

Latent variable models with linear predictors

Language: R - Size: 1.25 MB - Last synced at: about 1 month ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 1

kieranrcampbell/clvm

Variational inference for covariate latent variable models

Language: C++ - Size: 23.4 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 1

AlexiaJM/LEGIT_SAS

SAS macros for the Latent Environmental & Genetic InTeraction (LEGIT) model

Language: SAS - Size: 31.3 KB - Last synced at: 4 months ago - Pushed at: about 8 years ago - Stars: 2 - Forks: 0

Related Keywords
latent-variable-models 126 deep-learning 19 pytorch 15 machine-learning 14 variational-autoencoder 12 vae 11 r 10 variational-inference 9 bayesian-inference 9 statistics 8 generative-model 7 natural-language-processing 5 pca 5 python 5 latent-space 5 diffusion-models 5 autoencoder 5 latent-variables 4 time-series 4 generative-models 4 machine-learning-algorithms 4 embeddings 4 representation-learning 4 structural-equation-modeling 4 graphical-models 4 neural-network 4 hierarchical-models 3 item-response-theory 3 statistical-learning 3 time-series-analysis 3 structural-equation-models 3 clustering 3 state-space-model 3 generative-adversarial-network 3 expectation-maximization 3 partial-least-squares-regression 3 autoencoders 3 mcmc 3 psychometrics 3 generative-ai 3 omics 3 tensorflow 3 stochastic 3 data-science 3 svm 2 ssm 2 natural-language-generation 2 signal-processing 2 principal-component-analysis 2 bayesian 2 stan 2 latent-dirichlet-allocation 2 ddpm 2 controllable-generation 2 plsda 2 gumbel-softmax 2 sas 2 scikit-learn 2 bayesian-statistics 2 factor-analysis 2 recommender-system 2 future-prediction 2 multivariate-analysis 2 autonomous-driving 2 visualization 2 data-analysis 2 julia 2 matrix-factorization 2 response-times 2 statistical-models 2 interactions 2 gxe 2 glm 2 genetics 2 environment 2 em-algorithm 2 gan 2 chi2-divergence 2 importance-sampling 2 irt 2 differential-equations 2 video-prediction 2 chemometrics 2 transformers 2 measurement 2 neural-networks 2 gmm 2 conditional-vae 2 neuroscience 2 dimensionality-reduction 2 vae-pytorch 2 quickdraw-dataset 2 quickdr 2 nn 2 face 2 doodle 2 unsupervised-learning 2 metropolis-hastings 2 lava-r-package 2 image-captioning 2