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adv_kl

adversarial reconstruction with kl divergence

clustergan

implement clusterGAN (Mukherjee et. al., 2019) and develop new model based on it.

compositional_code_learning

crisp

da_doc2vec

Doc2Vec for domain adaptation

dae_svc

dbsecure

데이터베이스 보안 실습

ddpm-ip

[ICML 2023] official implementation for "Input Perturbation Reduces Exposure Bias in Diffusion Models"

deep-svdd-pytorch

A PyTorch implementation of the Deep SVDD anomaly detection method

ensembledl

start to develop a new ensemble DL model based on distillation distribution or auxiliary network!

fairness_al

fairness_audit

fairness_grad

fastgradclip

Scaling Up Differentially Private Deep Learning with Fast Per-Example Gradient Clipping

fintechdl

fintechdl2021

Fintech Deep Learning CNN, RNN, AE, DGM parts

gdl_code

미술관에 GAN 딥러닝(Generative Deep Learning)의 코드 저장소입니다.

gretel-synthetics

Synthetic data generators for structured and unstructured text, featuring differentially private learning.

handson-ml2

핸즈온 머신러닝 2/E의 주피터 노트북

he-transformer

nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

hedl_inference

ibp-pytorch

Interval Bound Propagation - pytorch version

imagededup

😎 Finding duplicate images made easy!

interval-bound-propagation

kogpt

KakaoBrain KoGPT (Korean Generative Pre-trained Transformer)

lm-extraction-benchmark

mingpt

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

netshare

(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare

network_osr

network traffic open set recognition

nprintml

nPrintML creates and runs full ML-based traffic analysis pipelines using nPrint and AutoML.