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3d-ace

立命館加藤

advdoor

AdvDoor: Adversarial Backdoor Attack of Deep Learning System

adversarial-robustness-toolbox

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

ai-security-deeplearning

alibi

Algorithms for explaining machine learning models

anonymeter

合成データのプライバシーリスクを定量化するフレームワーク

awesome-gnn4ts

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

backdoor-learning-resources

A curated list of backdoor learning resources

building-machine-learning-pipelines

Code repository for the O'Reilly publication "Building Machine Learning Pipelines" by Hannes Hapke & Catherine Nelson

building-ml-pipelines-ja

『入門 機械学習パイプライン』のリポジトリ

correctmatch.jl

Source code for https://nature.com/articles/s41467-019-10933-3

covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

criticality_score

Gives criticality score for an open source project

ctgan

Conditional GAN for generating synthetic tabular data.

data-anonymization-diabetes

Impacts of data anonymization on model prediction for diabetes

datafree-model-extraction

CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779

datasets

A collection of datasets of ML problem solving

dataviz

データビジョアライゼーションの基礎（A book covering the fundamentals of data visualization）

dcase_com

dcase communicator

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deepsurv

DeepSurv is a deep learning approach to survival analysis.

deepsurv.pytorch

2208_DeepSurv

denoising-diffusion-pytorch

DDPM_Implementation of Denoising Diffusion Probabilistic Model in Pytorch

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

diffusion

DDPM-Denoising Diffusion Probabilistic Models

distances.jl

A Julia package for evaluating distances (metrics) between vectors.

docs-l10n

Translations of TensorFlow documentation（IG）

domain-adaptation-image

Image classifier on multi-source image data using adversarial network, distribution-distance measure with Mahalanobis, Bhattacharya etc.

dp-locationdata

位置情報コンペ用データ生成