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biva

BIVA: A Very Deep Hierarchy of Latent Variables forGenerative Modeling

biva-pytorch

Official PyTorch BIVA implementation (BIVA: A Very Deep Hierarchy of Latent Variables for Generative Modeling)

boiler-pytorch

Basic framework for experiment management in PyTorch.

cs230-code-examples

Code examples in pyTorch and Tensorflow for CS230

dreg-pytorch

A PyTorch re-implementation of "Doubly Reparameterized Gradient Estimators for Monte Carlo Objectives"

flexgen

Running large language models like ChatGPT/GPT-3/OPT-175B on a single GPU. Up to 100x faster than other offloading systems.

jannikwolff

ladder-vae-pytorch

Ladder Variational Autoencoders (LVAE) in PyTorch

lnfmm

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

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mmvae

Multimodal Mixture-of-Experts VAE

multimodal-vae-public

A PyTorch implementation of "Multimodal Generative Models for Scalable Weakly-Supervised Learning" (https://arxiv.org/abs/1802.05335)

nvae

The Official PyTorch Implementation of "NVAE: A Deep Hierarchical Variational Autoencoder" (NeurIPS 2020 spotlight paper)

pytorch-fid

Compute FID scores with PyTorch.

pytorch-project-template

A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.

pytorch-template

PyTorch deep learning projects made easy.

stable-diffusion

A latent text-to-image diffusion model

stable-nalu

Code for Neural Arithmetic Units (ICLR) and Measuring Arithmetic Extrapolation Performance (SEDL|NeurIPS)

stylegan3

Official PyTorch implementation of StyleGAN3

survae_flows

Code for paper "SurVAE Flows: Surjections to Bridge the Gap between VAEs and Flows"

test_repo

vdvae

Repository for the paper "Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images"