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ageestimation

PyTorch Implementation of Mean-Variance Loss for age estimation.

anoddpm

CVPR Workshop paper - AnoDDPM: Anomaly Detection with Denoising Diffusion Probabilistic Models using Simplex Noise

anofpdm

bayesian-neural-networks

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

bayesianneuralnetwork-tutorial-metarepos

A meta repository pointing to the other repositories where the implementation of the supplementary examples for our tutorial "Hands-on Bayesian Neural Networks - A Tutorial for Deep Learning Users"

bookcode_edition1

bpinn

classifier-free-diffusion-guidance-pytorch

a simple unofficial implementation of classifier-free diffusion guidance

cls-free-diff

cls-free-diffusion

Implementation of Classifier-free Diffusion Model on cifar10

ddib

Dual Diffusion Implicit Bridges for Image-to-Image Translation. ICLR 2023.

dgps_with_iwvi

Deep Gaussian Processes with Importance-Weighted Variational Inference

diff-scm

Code for Diff-SCM paper

diffae

Official implementation of Diffusion Autoencoders

diffusion-models-papers-survey-taxonomy

Diffusion model papers, survey, and taxonomy

diffusion_tutorial

diffusion generative model

dit

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

doubly-stochastic-dgp

Deep Gaussian Processes with Doubly Stochastic Variational Inference

generativemodels

MONAI Generative Models makes it easy to train, evaluate, and deploy generative models and related applications

gitlearningit

A collective effort at learning git commands

gpr_ei

'Multi-fidelity modeling in sequential design for stability identification in dynamic time-delay systems'

guided-diffusion

latent-diffusion

High-Resolution Image Synthesis with Latent Diffusion Models

multi_gpu_training

nngp

Deep neural network kernel for Gaussian process

pinn_seir_torch

An implementation of parameter identification of SEIR model (PDE version).

pinn_torch

Implement PINN in Pytorch

pinns

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

pytorch-ddpm

Unofficial PyTorch implementation of Denoising Diffusion Probabilistic Models