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adversarial-autoencoder

An adversarial autoencoder implementation in pytorch

ai4cfd

Software for 'Controlling ventilation in buildings using Adversarial Neural Networks to produce comfortable healthy environments that are energy efficient'

ai4pde

ai4waveeqn

alae

[CVPR2020] Adversarial Latent Autoencoders

convlstm

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

dd-gan-ae

Repo for my MSc thesis on autencoder compression methods, domain decomposition, and adversarial prediction methods

direk

flowpassbuilding

ganhacks

starter from "How to Train a GAN?" at NIPS2016

gans-awesome-applications

Curated list of awesome GAN applications and demo

guided-diffusion

hamiltonian-generative-networks

Re-implementation of Hamiltonian Generative Networks paper

ivy

The Unified Machine Learning Framework

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

lfm

Official PyTorch implementation of the paper: Flow Matching in Latent Space

linear-system-solvers-development-project

Linear System Solvers C++ Development Project

mamba

mini-flask-8-cloud-system

Mini Flask 8 Cloud System for Tide gauge data processing

nips2015_vrnn

pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

pytorch-vqvae

Vector Quantized VAEs - PyTorch Implementation

qlora

QLoRA: Efficient Finetuning of Quantized LLMs

taming-transformers

Taming Transformers for High-Resolution Image Synthesis

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

torchgan

Research Framework for easy and efficient training of GANs based on Pytorch

ventilation