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71 public repositories
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Nimfa: Nonnegative matrix factorization in Python
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Feb 12, 2021
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Python
Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch
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Oct 21, 2020
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Python
GIF is a photorealistic generative face model with explicit 3D geometric and photometric control.
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Jan 3, 2021
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Python
Code for "Controllable Unsupervised Text Attribute Transfer via Editing Entangled Latent Representation" (NeurIPS 2019)
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Oct 28, 2019
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Python
A Java Toolbox for Scalable Probabilistic Machine Learning
Implementation of NeurIPS 19 paper: Paraphrase Generation with Latent Bag of Words
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Apr 4, 2020
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Python
Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"
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Dec 1, 2020
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Python
NIPS 2017: ALICE: Towards Understanding Adversarial Learning for Joint Distribution Matching
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Aug 16, 2018
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Jupyter Notebook
Official implementation of the paper Stochastic Latent Residual Video Prediction
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Jan 20, 2021
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Python
Bayesian Methods for Machine Learning
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Jun 27, 2019
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Jupyter Notebook
Generative Query Network for rendering 3D scenes from 2D images
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Aug 29, 2018
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Python
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Dec 3, 2020
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Python
Diverse Image Captioning with Context-Object Split Latent Spaces (NeurIPS 2020)
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Nov 9, 2020
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Jupyter Notebook
◽ <- ⚪ Structural Equation Modeling from a broader context.
R package for High dimensional data analysis and integration with O2PLS!
Learning Latent Forests for Medical Relation Extraction (authors' PyTorch implementation for the IJCAI20 paper)
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Oct 31, 2020
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Python
Code of the paper "Bilateral Variational Autoencoder for Collaborative Filtering", WSDM'21
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Apr 8, 2021
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Python
Implementation of the Gaussian Process Latent Variable Model.
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Jun 4, 2019
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Python
Data Analysis on Mental Health.
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Nov 4, 2017
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Jupyter Notebook
🎓 Tidy SEM tools for academics
R Package not developed anymore (only maintenance). Replaced by package rchemo
An R package for the Latent Environmental & Genetic InTeraction (LEGIT) model
StAtistical Models for the UnsupeRvised segmentAion of tIme-Series
Implementations for solving the Group and Fused Graphical Lasso problem
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Jul 26, 2021
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Python
ALMOND: Adaptive Latent Modeling and Optimization via Neural Networks and Langevin Diffusion
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Nov 16, 2019
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Python
Probabilistic Circuits in Julia
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Oct 13, 2020
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Julia
Code for 'Relational Deep Learning: A Deep Latent Variable Model for Link Prediction' - AAAI
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Jun 16, 2018
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MATLAB
(AIWAE) Improving importance weighted auto-encoders with annealed importance sampling
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Jun 16, 2019
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Python
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