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GitHub topics: latent-variable-models

Diwakar-346/doodleVAE

Yet another disentangled VAE ... but for quick drawing doodles

Language: Python - Size: 1.15 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

FranxYao/Deep-Generative-Models-for-Natural-Language-Processing

DGMs for NLP. A roadmap.

Size: 32 MB - Last synced at: about 2 hours ago - Pushed at: over 2 years ago - Stars: 390 - Forks: 32

bodin-e/linear-combinations-of-latents

Implementation of LOL from "Linear Combinations of Latents in Generative Models: Subspaces and Beyond"

Language: Jupyter Notebook - Size: 13.7 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 0 - Forks: 0

phizaz/diffae

Official implementation of Diffusion Autoencoders

Language: Jupyter Notebook - Size: 10.9 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 910 - Forks: 144

nrgrp/dlfm

Multi-convex programming for discrete latent factor models prototyping

Language: Jupyter Notebook - Size: 897 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

kpandey008/DiffuseVAE

Official implementation of "DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents"

Language: Python - Size: 10.3 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 361 - Forks: 35

yassa9/doodleVAE

Yet another disentangled VAE ... but for quick drawing doodles

Language: Python - Size: 1.14 MB - Last synced at: 9 days ago - Pushed at: 21 days ago - Stars: 1 - Forks: 0

selbouhaddani/OmicsPLS

R package for High dimensional data analysis and integration with O2PLS!

Language: HTML - Size: 31.4 MB - Last synced at: 10 days ago - Pushed at: 21 days ago - Stars: 32 - Forks: 8

ryoungj/BoLT

Code for "Reasoning to Learn from Latent Thoughts"

Language: Python - Size: 535 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 68 - Forks: 1

GlastonburyGroup/ImLatent

Deep learning pipeline to obtain latent representation from images using 2D and 3D diffusion and other autoencoders

Language: Python - Size: 88.9 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 2

fabian-sp/GGLasso

A Python package for General Graphical Lasso computation

Language: Python - Size: 122 MB - Last synced at: about 13 hours ago - Pushed at: about 2 months ago - Stars: 34 - Forks: 14

LCBC-UiO/galamm

An R package for estimating generalized additive mixed models with latent variables

Language: C++ - Size: 24.6 MB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 28 - Forks: 2

fchamroukhi/SaMUraiS

StAtistical Models for the UnsupeRvised segmentAion of tIme-Series

Language: R - Size: 10.8 MB - Last synced at: 21 days ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 1

STooDs-tools/RSTooDs

An R user interface to STooDs

Language: R - Size: 3.87 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 1

mazenahmad/RPCA

Relative Principle Components Analysis (RPCA)

Language: C - Size: 15.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

ccardehu/glvmlss

Generalized Latent Variable Models for Location, Shape, and Scale (GLVM-LSS)

Language: C++ - Size: 185 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

trappmartin/AdvancedProbabilisticCircuits.jl

Probabilistic Circuits in Julia

Language: Julia - Size: 35.2 KB - Last synced at: 18 days ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 2

ImKeTT/CTG-latentAEs

[Paperlist] Awesome paper list of controllable text generation via latent auto-encoders. Contributions of any kind are welcome.

Size: 20.5 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 51 - Forks: 1

kaanakan/stretchbev

Official implementation of our ECCV paper "StretchBEV: Stretching Future Instance Prediction Spatially and Temporally"

Language: Python - Size: 156 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 43 - Forks: 2

RyanBalshaw/spectrally-regularised-LVMs

A repository for all code for the 'spectrally-regularised-LVMs' package.

Language: Python - Size: 975 KB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

m-clark/sem

:white_medium_small_square: <- :white_circle: Structural Equation Modeling from a broader context.

Language: R - Size: 58.3 MB - Last synced at: 23 days ago - Pushed at: over 6 years ago - Stars: 30 - Forks: 18

stardust-88/Variational_Recurrent_Neural_Network

Implemented this novel architecture (in pytorch) as part of my research study for the problem I focused on, during my work as a Research Intern at Language Technology Research Center, IIIT Hyderabad, India.

Language: Jupyter Notebook - Size: 33.2 MB - Last synced at: 3 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 1

FranxYao/dgm_latent_bow

Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words

Language: Python - Size: 10.2 MB - Last synced at: 17 days ago - Pushed at: over 3 years ago - Stars: 122 - Forks: 14

kkholst/lava

Latent Variable Models in R https://kkholst.github.io/lava/

Language: R - Size: 28.8 MB - Last synced at: about 10 hours ago - Pushed at: 3 months ago - Stars: 33 - Forks: 1

jamesuanhoro/minorbsem

An R package for Bayesian structural equation models that account for the influence of minor factors

Language: R - Size: 8.87 MB - Last synced at: about 13 hours ago - Pushed at: 4 months ago - Stars: 4 - Forks: 2

qu-gg/torch-neural-ssm

Neural State-Space Models and Latent Dynamics Functions in PyTorch for High-Dimensional Forecasting

Language: Python - Size: 323 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 38 - Forks: 8

nathdep/SMEP24

Evaluating solutions to the label-switching issue when estimating latent variable models with the NUTS algorithm

Language: R - Size: 404 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

timbmg/VAE-CVAE-MNIST

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

Language: Python - Size: 1.11 MB - Last synced at: 6 months ago - Pushed at: 9 months ago - Stars: 579 - Forks: 104

Brody-Lab/findr

FINDR: Flow-field Inference from Neural Data using deep Recurrent networks

Language: Jupyter Notebook - Size: 177 KB - Last synced at: 20 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

ahmedgh970/brain-anomaly-seg

Transformer-based Models for Unsupervised Anomaly Segmentation in Brain MR Images

Language: Python - Size: 120 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 20 - Forks: 3

yixuan/almond

ALMOND: Adaptive Latent Modeling and Optimization via Neural Networks and Langevin Diffusion

Language: Python - Size: 2.38 MB - Last synced at: 13 days ago - Pushed at: over 5 years ago - Stars: 13 - Forks: 3

themattinthehatt/rlvm

MATLAB implementation of a rectified latent variable model for analysis of neural time series data.

Language: Matlab - Size: 212 KB - Last synced at: 11 days ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 4

visinf/lnfmm

Latent Normalizing Flows for Many-to-Many Cross Domain Mappings (ICLR 2020)

Language: Python - Size: 1000 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 33 - Forks: 12

brdav/simple_latent

Python implementation of latent variable models

Language: Jupyter Notebook - Size: 2.61 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

bozenne/lavaSearch2

Tools for model specification in the latent variable framework (add-on for the lava package)

Language: R - Size: 2.52 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 0 - Forks: 1

visinf/cos-cvae

Diverse Image Captioning with Context-Object Split Latent Spaces (NeurIPS 2020)

Language: Jupyter Notebook - Size: 116 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 37 - Forks: 7

fmenat/MixtureofGroups

Public Repository for Mixture Learning from Groups work

Language: Jupyter Notebook - Size: 498 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

selbouhaddani/PO2PLS

Probabilistic O2PLS

Language: R - Size: 3.03 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 3

JackHunt/GP-LVM

Implementation of the Gaussian Process Latent Variable Model.

Language: Python - Size: 80.1 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 14 - Forks: 1

paidamoyo/structured_latent_ODEs

UAI 2022: "Capturing Actionable Dynamics with Structured Latent Ordinary Differential Equations"

Language: Jupyter Notebook - Size: 4.51 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 4

cbanerji/Deep_generative_models

Collection of deep generative model implementations and experiments.

Language: Jupyter Notebook - Size: 66.4 KB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

jamesuanhoro/bayesianmasem

A package for Bayesian meta-analytic SEM

Language: R - Size: 17.1 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

marmarelis/QDiffusion.jl

Leveraging the full dimensionality of single-cell transcriptomics (among other things!)

Language: Julia - Size: 534 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

latentnetworks/vimure

Variational Inference for Multiply-Reported social network data https://doi.org/10.1093/jrsssa/qnac004

Language: Python - Size: 16.5 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 12 - Forks: 6

insdout/Time-Series-Hybrid-Autoencoder

Remaining Useful Life estimation and sensor data generation by VAE and diffusion model on C-MAPSS dataset.

Language: Python - Size: 348 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 19 - Forks: 0

xqding/AIWAE

(AIWAE) Improving importance weighted auto-encoders with annealed importance sampling

Language: Python - Size: 20.5 KB - Last synced at: 12 months ago - Pushed at: almost 6 years ago - Stars: 7 - Forks: 2

PreferredAI/bi-vae

Code for the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21

Language: Python - Size: 66.4 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 33 - Forks: 4

TimLindner/BayesianGrowthMixtureModels

Work on Bayesian growth mixture models, including their application to country-level terrorism data. Model estimation via the No-U-Turn Sampler.

Language: R - Size: 7.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ChunyuanLI/ALICE

NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching

Language: Jupyter Notebook - Size: 70.1 MB - Last synced at: 7 days ago - Pushed at: over 6 years ago - Stars: 82 - Forks: 24

mims-harvard/nimfa

Nimfa: Nonnegative matrix factorization in Python

Language: Python - Size: 7.82 MB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 525 - Forks: 133

GFNOrg/GFlowNet-EM

Code for GFlowNet-EM, a novel algorithm for fitting latent variable models with compositional latents and an intractable true posterior.

Language: Jupyter Notebook - Size: 10.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 27 - Forks: 3

oliviergimenez/code_livre_variables_cachees

Annexes R Approche Statistiques pour les variables cachées en écologie coordonné par N. Peyrard et O. Gimenez

Language: HTML - Size: 31.5 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

nisrinaishmh/Creating-AI-for-generate-anime-characters-using-DCGANs-and-Keras

The combined method between applying the CNNs to GANs models is called Deep Convolutional Generative Adversarial Networks (DCGANs).

Language: Jupyter Notebook - Size: 1.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

ujjax/z-forcing

Z-Forcing: Training Stochastic Recurrent Networks for Speech Modelling

Language: Python - Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

qu-gg/causal-effect-neural-ssm

Repository for the 2022 MLMI work, "Neural State-Space Modeling with Latent Causal-Effect Disentanglement."

Language: Python - Size: 66.7 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

mkearney/tidysem

🎓 Tidy SEM tools for academics

Language: R - Size: 423 KB - Last synced at: 10 days ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 3

liruiw/HCG

Cluttered-Scene 6D Grasping with Latent Plans

Language: Python - Size: 13.9 MB - Last synced at: 12 months ago - Pushed at: about 3 years ago - Stars: 14 - Forks: 3

PLBMR/mentalHealthDataAnalysis

Data Analysis on Mental Health.

Language: Jupyter Notebook - Size: 23.6 MB - Last synced at: 3 months ago - Pushed at: over 7 years ago - Stars: 21 - Forks: 6

BRAINML-GT/vis

Variational Importance Sampling

Language: Jupyter Notebook - Size: 2.59 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

JerrySoybean/vis

Variational Importance Sampling

Language: Jupyter Notebook - Size: 3.35 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

kaanakan/slamp

SLAMP: Stochastic Latent Appearance and Motion Prediction

Language: Python - Size: 62.5 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 40 - Forks: 3

ohmthanap/CS559_Machine-Learning-Fundamentals-Applications

Learned the fundamentals and applications in ML: Intro to Prob. & Linear algebra, Decision Theory, MLE & BE, Linear Model, Linear Discriminant function, Perceptron, FLD, PCA, Non-parametric Learning, Clustering, EM, GMM, EM and Latent Variable Model, Probabilistic Graphical Model, Bayesian Network, Neural Network, SVM, Decision Tree and Boosting

Language: Jupyter Notebook - Size: 62.3 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

souheib1/Deep-Latent-Variable-Models-exact-conditional-likelihood

Missing data imputation using the exact conditional likelihood of DLVM

Language: Python - Size: 84.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

gabrevaya/LatentDiffEq.jl

Latent Differential Equations models in Julia.

Language: Julia - Size: 1.96 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 35 - Forks: 5

nanguoshun/LSR

Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"

Language: Python - Size: 85.3 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 127 - Forks: 23

VincentLongpre/variational-bayes

This project aims to investigate the similarities and differences between different latent variable models namely VAE and AVB.

Language: Jupyter Notebook - Size: 18.8 MB - Last synced at: 10 months ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ylefay/independent_component_analysis

Project done as part of the course on Probabilistic Graphical Models by Pierre Latouche and Pierre-Alexandre Mattei. JAX Implementation of the FastICA algorithm, a Newton's descent algorithm for linear ICA, and a Flax implementation of VAE for non-linear ICA.

Language: Python - Size: 282 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

AjmalSarwary/BRENT-Model

Predictive Model for BRENT price movements

Language: Jupyter Notebook - Size: 106 KB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

arsarabi/vae

Implementation of a variational autoencoder in TensorFlow

Language: Python - Size: 22.5 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

amidst/toolbox

A Java Toolbox for Scalable Probabilistic Machine Learning

Language: Java - Size: 430 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 117 - Forks: 35

madelinecraft/Mitigating-the-Influence-of-Missing-Data

This project demonstrates that inaccurate conclusions may be drawn from partially observed data and proposes a strategy for mitigating such conclusions.

Language: R - Size: 525 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

ParthaEth/GIF

GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.

Language: Python - Size: 7.53 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 392 - Forks: 61

Nrgeup/controllable-text-attribute-transfer

Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)

Language: Python - Size: 176 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 128 - Forks: 26

gutmanngroup/VNCE Fork of benrhodes26/VNCE

Python code for the paper "Variational Noise-Contrastive Estimation", AISTATS 2019, http://proceedings.mlr.press/v89/rhodes19a/rhodes19a.pdf

Size: 79.8 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

fraunhofer-iais/dense-hmm

DenseHMM is a modification of Hidden Markov Models (HMMs) that allows to learn dense vector representations of both the hidden states and the observables via gradient-descent methods.

Language: Python - Size: 148 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

AlexiaJM/LEGIT

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

Language: R - Size: 2.25 MB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 2

CJFariss/Human-Rights-Latent-Variable

R code and STAN model files that generate latent human rights scores using a dynamic ordinal item-response theory model.

Language: R - Size: 5.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

chriscarmona/BNPMIXcluster

Model-based clustering with mixed scale variables

Language: R - Size: 1.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 2

thisisyichenzhang/DeltaTopic Fork of causalpathlab/DeltaTopic

Dynamically-Encoded Latent Transcriptomic pattern Analysis by Topic modeling

Size: 20.5 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

HyeonahKang/ResponseTimeModel-ProportionalHazards

Estimating functions for the semiparametric proportional hazards model. See Kang (2017, BJMSP)

Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

HyeonahKang/ResponseTimeModel-LogNormal

Estimating functions for the log-normal response time model. See Kang, Zheng, & Chang (2020, JEBS), and Kang (2016, UIUC)

Language: R - Size: 32.2 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

HyeonahKang/LatentVariableModel-IntelligentTutor

Program codes for latent transition analysis in Mplus and hidden Markov analysis in R

Language: R - Size: 27.3 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

TuoooLiu666/high-dimensional-analysis

This repo is dedicated to documenting learning process of multivariate analysis techniques.

Language: HTML - Size: 32.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

AjmalSarwary/Preprocessing

Data prepration and preprocessing for predictive modeling with SAS and Python

Language: Jupyter Notebook - Size: 951 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

ratishsp/data2text-seq-plan-py

Code for TACL 2022 paper on Data-to-text Generation with Variational Sequential Planning

Language: Python - Size: 31.5 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 18 - Forks: 1

arsena-k/discourse_atoms

How are topics encoded in semantic space? Repository to accompany PNAS article: https://www.pnas.org/doi/10.1073/pnas.2108801119

Language: Jupyter Notebook - Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 5

edouardelasalles/srvp

Official implementation of the paper Stochastic Latent Residual Video Prediction

Language: Python - Size: 127 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 74 - Forks: 16

Amber-Yes-We-Code/leap

LEAP is a novel tool for discovering latent temporal causal relations.

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 2

lemuria-wchen/DialogVED

Code and released pre-trained model for our ACL 2022 paper: "DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation"

Language: Python - Size: 33.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 3

shivamsaboo17/Neural-Scene-Representation-and-Rendering

Generative Query Network for rendering 3D scenes from 2D images

Language: Python - Size: 7.32 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 40 - Forks: 9

joseTamezPena/FCA

Heuristic Multidimensional Correlation Analysis

Language: Rich Text Format - Size: 315 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

mlesnoff/rchemo

R package for regression and discrimination, with special focus on chemometrics and high-dimensional data (This package is only maintained. The new current package is "Jchemo", under construction in Julia language)

Language: R - Size: 3.53 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 11 - Forks: 2

sebastienmeyer2/exact-likelihood-vae

Implementation of sampling procedures for Variational Auto Encoders.

Language: Python - Size: 468 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

soroosh-rz/Bayesian-Methods-for-Machine-Learning

Bayesian Methods for Machine Learning

Language: Jupyter Notebook - Size: 82.3 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 63 - Forks: 34

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: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

pariosur/movie_buddy

Hybrid (content-based/collaborative) recommendation model to find the best movie for two people to watch together.

Language: Jupyter Notebook - Size: 979 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

goncalomcorreia/phd-thesis-goncalomcorreia

The LaTeX of Gonçalo M. Correia's PhD thesis. The "Making Of" of this thesis can be checked in Issues/Projects.

Language: TeX - Size: 1.69 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

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: over 1 year 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: about 1 year ago - Pushed at: about 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: about 2 years ago - Pushed at: over 4 years ago - Stars: 23 - Forks: 1

Related Keywords
latent-variable-models 124 deep-learning 19 pytorch 15 machine-learning 13 variational-autoencoder 12 vae 11 r 10 bayesian-inference 9 variational-inference 9 statistics 8 generative-model 7 latent-space 5 python 5 autoencoder 5 diffusion-models 5 pca 5 natural-language-processing 5 neural-network 4 structural-equation-modeling 4 representation-learning 4 time-series 4 graphical-models 4 generative-models 4 machine-learning-algorithms 4 latent-variables 4 embeddings 4 generative-adversarial-network 3 statistical-learning 3 time-series-analysis 3 psychometrics 3 data-science 3 omics 3 tensorflow 3 partial-least-squares-regression 3 structural-equation-models 3 clustering 3 item-response-theory 3 hierarchical-models 3 stochastic 3 autoencoders 3 mcmc 3 generative-ai 3 stan 2 lwplsr 2 gan 2 future-prediction 2 autonomous-driving 2 lwplsda 2 knn 2 image-captioning 2 kernel-pca 2 response-times 2 fda 2 discrimination 2 chemometrics 2 julia 2 measurement 2 interactions 2 dimensionality-reduction 2 statistical-models 2 bayesian 2 differential-equations 2 dynamical-systems 2 recommender-system 2 state-space-model 2 ssm 2 matrix-factorization 2 neuroscience 2 expectation-maximization 2 visualization 2 svm 2 transformers 2 signal-processing 2 multivariate-analysis 2 factor-analysis 2 neural-networks 2 bayesian-statistics 2 natural-language-generation 2 gumbel-softmax 2 scikit-learn 2 sas 2 topic-modeling 2 conditional-vae 2 plsda 2 irt 2 unsupervised-learning 2 chi2-divergence 2 importance-sampling 2 video-prediction 2 principal-component-analysis 2 gmm 2 ddpm 2 controllable-generation 2 bayesian-methods 2 principal-component-analysis-pca 2 data-analysis 2 text-generation 2 metropolis-hastings 2 normalizing-flows 2 language-model 2