dihjiang Goto Github PK

argmax_flows

Code for paper "Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions"

causalgan

cs886

Causal Inference in Machine Learning

ctgan

Conditional GAN for generating synthetic tabular data.

deep-learning-with-gdp-pytorch

Code to accompany the paper "Deep Learning with Gaussian Differential Privacy"

dihjiang.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

dp-kernel

Functional RDP for generative modeling

dp-lflow

dp-merf

efficientnet-pytorch

A PyTorch implementation of EfficientNet and EfficientNetV2 (coming soon!)

glow

Code for reproducing results in "Glow: Generative Flow with Invertible 1x1 Convolutions"

glow-1

A replication of "Glow: Generative Flow with Invertible 1×1 Convolutions" and an investigation of its performance on Out-of-Distribution detection

glow-pytorch-1

Simple, extendable, easy to understand Glow implementation in PyTorch

gmmn

Generative moment matching networks

mmd-gan

MMD-GAN: Towards Deeper Understanding of Moment Matching Network

mtq

Multivariate Tirangular Quantiles for Novelty Detection

ood-flow

out-of-distribution detection using flow models

opacus

Training PyTorch models with differential privacy

pytorch-fid

Compute FID scores with PyTorch.

pytorch-flows

PyTorch implementations of algorithms for density estimation

pytorch-frechet-inception-distance

A Pytorch Implementation of the Fréchet Inception Distance (FID)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

pyvacy

Differentially Private Optimization for PyTorch 👁🙅‍♀️

realnvp-demo-pytorch

security-research-differentially-private-generative-models

SAP Security research sample code and tutorials for generating differentially private synthetic datasets using generative deep learning models

sleep-spindle-detection