MatheusBecali/Sinewave-VAE-Example

Este projeto implementa e treina uma Variational Autoencoder (VAE) usando dados de onda senoidal gerados artificialmente. O objetivo é avaliar a capacidade do VAE de reconstruir os dados de entrada e visualizar a diferença entre os dados originais e reconstruídos.

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notjedi/tuxkart-ai

[WIP] RL agent for the SuperTuxKart game.

Language: Python - Size: 82.7 MB - Last synced: about 16 hours ago - Pushed: about 17 hours ago - Stars: 5 - Forks: 0

moverseai/moai

moai is a PyTorch-based AI Model Development Kit (MDK) created to improve data-driven model workflows, design and reproducibility.

Language: Python - Size: 6.75 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 51 - Forks: 5

AleFalla/Properties-to-molecules-Inverse-Mapping

Mappring properties to molecules in QM7-X

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clementchadebec/benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

Language: Python - Size: 42.5 MB - Last synced: 20 days ago - Pushed: about 2 months ago - Stars: 1,698 - Forks: 154

YonDraco/learn-deep-learning

Learn Deep Learing from Pluralsight + Coursera + ProtonX + Kaggle

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taldatech/soft-intro-vae-pytorch

[CVPR 2021 Oral] Official PyTorch implementation of Soft-IntroVAE from the paper "Soft-IntroVAE: Analyzing and Improving Introspective Variational Autoencoders"

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florian6973/comp_stats

Computational Statistics Project (MVA)

Language: Python - Size: 994 KB - Last synced: 23 days ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

luciananobrega/miniprojects-deep-learning

Some mini-projects using well known datasets to practice important deep learning concepts.

Language: Python - Size: 30.3 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

FabioD-Junior/GenerativeAI

This repository contains notebooks with academic projects to practice and explore image creation using AI, where the use of VAE (Variational Autoencoders) and GANs (Generative Adversarial Networks) was explored to generate human faces based on a dataset with examples.

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trinity652/VAE-Face-generator

A sample face generation project to enhance my understanding of VAEs

Language: Python - Size: 6.84 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

Jovana-Gentic/VAE_celeba

Simple VAE implementation in tensorflow, jax and pytorch where both the encoder and decoder model use gaussian distributions.

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Shiva18A/Variational-Autoencoder-Family

PyTorch implementation of various Variational Autoencoder models

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hkproj/vae-from-scratch-notes

Notes about the video on the Variational Autoencoder

Size: 1000 KB - Last synced: 25 days ago - Pushed: about 1 year ago - Stars: 3 - Forks: 0

ema-marconato/reasoning-shortcuts

Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts

Language: Python - Size: 27.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 14 - Forks: 2

FibonacciDude/vae

Variational Autoencoders. This implements and pokes the original VAE in < 100 lines.

Language: Python - Size: 4.88 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

JensRahnfeld/Deep-Feature-Consistent-VAE 📦

Pytorch Implementation of Hou, Shen, Sun, Qiu, "Deep Feature Consistent Variational Autoencoder", 2016

Language: Python - Size: 2.61 MB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 5 - Forks: 3

soolinglim/solve

Code for paper: P.J. Bentley, S.L. Lim, A. Gaier and L. Tran. (2022). Evolving Through the Looking Glass - Learning Improved Search Spaces with Variational Autoencoders, PPSN XVII, pp. 371–384.

Language: Python - Size: 47.9 MB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

soolinglim/coil

Code for paper: P.J. Bentley, S.L. Lim, A. Gaier and L. Tran. (2022). COIL: Constrained Optimization in Learned Latent Space. Learning Representations for Valid Solutions. ACM Genetic and Evolutionary Computation Conference (GECCO'22) Companion, ACM, pp. 1870–1877.

Language: Python - Size: 3.5 MB - Last synced: 5 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

iremcetin/Attention_generation

Generating attention maps from resnet50 and densenet using ACDC and EMIDEC dataset

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dangpnh2/plsv_vae

Language: Jupyter Notebook - Size: 4.67 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 3 - Forks: 0

SnowYJ/sem_syn_separation

Graph-induced Syntactic-Semantic Spaces in Transformer-based VAE

Language: Python - Size: 3.33 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

yakhyo/pytorch-tutorials

🤖 | Learning PyTorch through official examples

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felixkoerber/Multimodal-Integration-ABIDE

Code for Bachelor Thesis "Unveiling Hidden Features: Multimodal Integration Using Cross-Modal Variational Autoencoders for the Identification of Stratification in ABIDE"

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alexandrusocolov/LIME-for-medical-imaging

Modifying LIME for interpreting a deep neural network for diagnosing 14 conditions on chest X-Rays

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moshesipper/vae-torch-celeba

A Variational Autoencoder in PyTorch for the CelebA Dataset

Language: Python - Size: 28.1 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 0

is0383kk/SymbolEmergence-VAE-GMM

Symbol emergence using Variational Auto-Encoder and Gaussian Mixture Model (Inter-GMM-VAE)~VAEを活用した実画像からの記号創発~

Language: Python - Size: 520 KB - Last synced: 4 months ago - Pushed: 8 months ago - Stars: 3 - Forks: 3

ChunyuanLI/Optimus

Optimus: the first large-scale pre-trained VAE language model

Language: Python - Size: 1.06 MB - Last synced: 8 months ago - Pushed: 9 months ago - Stars: 345 - Forks: 38

mr-ravin/variational-autoencoders-vae-pytorch 📦

Pytorch implementation of Variational Auto-encoders with CNN; VAE with CNN

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vratnasw/neural_reacting_systems

deep learning model for interacting systems

Language: Python - Size: 16.6 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

DeepSchneider/vae-image-generation-example

Image Generation Using VAE Architecture And Simpsons Faces Dataset

Language: Python - Size: 24.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

shreyansh26/Sentence-VAE

A re-implementation of the Sentence VAE paper, Generating Sentences from a Continuous Space

Language: Python - Size: 35 MB - Last synced: about 2 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

screddy1313/VAE

Implementation of Variational Auto Encoder (VAE) in pytorch using MNIST data

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Sheev13/vae

PyTorch implementation of a variational autoencoder (VAE) for use on multi-channel 2D data such as images

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saravanabalagi/vae_visualization

A small, light and fast reactive web-based app to quickly visualize and analyze VAE embeddings.

Language: Svelte - Size: 3.02 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

WindowsKonon1337/VAE-Face-Generator

Simple VAE face generator

Language: Jupyter Notebook - Size: 282 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

Golaugh/MSTCN-VAE

Language: Python - Size: 175 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

insdout/GMVAE-pytorch

Pytorch implementation of Gaussian Mixture Variational Autoencoder GMVAE

Language: Python - Size: 5.26 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 0 - Forks: 0

vidit1999/pytorch-autoencoder

Autoencoders in PyTorch

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raulorteg/SmileCVAE

Implementation of CVAE. Trained CVAE on faces from UTKFace Dataset to produce synthetic faces with a given degree of happiness/smileyness.

Language: Python - Size: 114 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 4 - Forks: 1

eleGAN23/QVAE

Official PyTorch implementation of A Quaternion-Valued Variational Autoencoder (QVAE).

Language: Python - Size: 1.29 MB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 20 - Forks: 4

aju22/VQ-GANs

This is a simplified implementation of VQ-GANs written in PyTorch. The architecture is borrowed from the paper "Taming Transformers for High-Resolution Image Synthesis".

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OmerShubi/vae-continous-discrete

Continous + Discrete Variational Auto Encoder

Language: Python - Size: 20.5 KB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

Resh-97/MixSeq-Connecting-Macroscopic-Time-Series-Forecasting-with-Microscopic-Time-Series-Data

Testing the Reproducibility of the paper: MixSeq. Under the assumption that macroscopic time series follow a mixture distribution, they hypothesise that lower variance of constituting latent mixture components could improve the estimation of macroscopic time series.

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adrianjav/impartial-vaes

Code to reproduce the results of the ICML 2022 paper "Mitigating Modality Collapse in Multimodal VAEs via Impartial Optimization."

Language: Python - Size: 81.1 KB - Last synced: 18 days ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1

gonzrubio/ML_Papers

A collection of research paper implementations in PyTorch

Language: Python - Size: 762 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 4 - Forks: 1

broadinstitute/celligner2

A new version of the celligner package using VAEs. Inspired from the Theis lab's scArches.

Language: Jupyter Notebook - Size: 251 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

Victarry/Image-Generation-models

Generative models (GAN, VAE, Diffusion Models, Autoregressive Models) implemented with Pytorch, Pytorch_lightning and hydra.

Language: Python - Size: 2.45 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 22 - Forks: 5

Koldim2001/Generator_VAE

Вариационный автоэнкодер для генерации цифр и предметов одежды

Language: Jupyter Notebook - Size: 22.4 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

AmanPriyanshu/SynthesizeDaten

A repository for generating synthetic data (images) using various DL/ML models.

Language: Python - Size: 15.8 MB - Last synced: about 1 month ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

michaelklachko/generative-models

Pytorch implementation of popular generative models

Language: Python - Size: 118 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

munhouiani/GEE

Pytorch implementation of GEE: A Gradient-based Explainable Variational Autoencoder for Network Anomaly Detection

Language: Jupyter Notebook - Size: 1010 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 18 - Forks: 11

is0383kk/Dirichlet-VAE

Dirichlet-Variational Auto-Encoder by PyTorch

Language: Jupyter Notebook - Size: 642 KB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 13 - Forks: 3

Shahdsaf/Semi-Supervised-World-Models

A new version of world models using Echo-state networks and random weight-fixed CNNs

Language: Python - Size: 5.84 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 1

williamcfrancis/Variational-Autoencoder-for-MNIST

Pytorch implementation of a Variational Autoencoder (VAE) that learns from the MNIST dataset and generates images of altered handwritten digits.

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Hojjat-Mokhtarabadi/Latent-variable-and-Generative-models

A collection of different latent variable and generative models

Language: Python - Size: 39.1 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

sedaoturak/vae_cahn-hilliard

Generative model variational autoencoder (VAE) implementation for the predictions of phase separation in binary alloys

Language: Jupyter Notebook - Size: 11.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

ManuOtel/A3C-Mobile-Robot

Research Project in A3C reinforcement learning algorithm used for path finding mobile robots

Language: Python - Size: 678 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

HelloWorldLTY/CVQVAE

Codes for paper: CVQVAE: A REPRESENTATION LEARNING METHOD FOR MULTI-OMICS SINGLE CELL DATA INTEGRATION

Language: Python - Size: 20.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

giakou4/autoencoders

Autoencoders in PyTorch

Language: Python - Size: 4.33 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ioangatop/srVAE

VAE with RealNVP prior and Super-Resolution VAE in PyTorch. Code release for https://arxiv.org/abs/2006.05218.

Language: Python - Size: 1.81 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 64 - Forks: 11

msalhab96/Variational-Autoencoder

A pytorch implementation of Variational Autoencoder (VAE) and Conditional Variational Autoencoder (CVAE) on the MNIST dataset

Language: Python - Size: 49.8 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

VigneshS10/SIHeDA-Net Fork of spider-tronix/SIHeDA-Net

📜 [MIDL 2022] "Sensor to Image Heterogeneous Domain Adaptation Network", Ishikaa Lunawat, Vignesh S, S P Sharan

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drishtiramesh/Image-Compression-and-Regeneration-Using-Variational-Autoencoders

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vignesh-creator/Variational-Autoencoder

This repository contains code for VAE and CVAE using residual and inverse residual blocks

Language: Jupyter Notebook - Size: 225 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 8 - Forks: 1

mgp123/variational-autoencoder

A simple variational autoencoder

Language: Python - Size: 47.5 MB - Last synced: over 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

umustdye/MNIST-VAE

Variational Autoencoder using the MNIST dataset. Also included, is an ANN and CNN for MNIST as well. Coded in Python, uses PyTorch

Language: Python - Size: 803 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

kiwi0fruit/jats-semi-supervised-pytorch Fork of wohlert/semi-supervised-pytorch

Applying VAE and DGM families to JATS personality survey database in PyTorch

Language: Python - Size: 25.4 MB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

wiktorlazarski/edge-aware-face-autoencoder

👨‍🎨 Edge-aware Face Autoencoder.

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Dev93junho/Test-DallE-with-Flask

Flask image generation service using DALL-e

Language: Python - Size: 5.57 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

saashd/controlVAE

ML2 Project following ControlVAE: Tuning, Analytical Properties, and Performance Analysis

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lorenzomancini1/DeepLearning_Unipd

Language: Jupyter Notebook - Size: 10.8 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ivantipow/Autoencoders

Implementation of different autoencoders and their practical application

Language: Jupyter Notebook - Size: 33.1 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 4 - Forks: 0

MarcSerraPeralta/rec-NN

Recommender system for songs using different neural networks: MLP, VAE and flow

Language: Python - Size: 94.7 KB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

galberding/occ_variational_autoencoder

Variational Autoencoder

Language: Python - Size: 394 KB - Last synced: over 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0

yakhyo/VAE

Implementation of Auto-Encoding Variational Bayes using PyTorch

Language: Python - Size: 53.7 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

j-sripad/VAE

simple VAE pytorch implementation

Language: Python - Size: 1020 KB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

udeepam/vae

Theory and PyTorch implementations of Variational Autoencoders

Language: Jupyter Notebook - Size: 40.2 MB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

siddharth17196/Variational-Autoencoders

Genarating new MNIST images using VAE's

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kleinzcy/Variational-AutoEncoder

VAE and CVAE pytorch implement based on MNIST

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ioangatop/MachineLearning

Implementation and analysis of core Machine Learning Algorithms from scratch.

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