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membership-inference

Code for Membership Inference Attack against Machine Learning Models (in Oakland 2017)

membership-inference-machine-learning-literature

メンバーシップ推定

ml-on-gcp

Machine Learning on Google Cloud Platform

ml_interpret_book

説明可能なAI

ml_practice

2208_cross-validation

mtcopula

データ生成

multitaskais

vessel_AIS data

ncov2019

Location for summaries and analysis of data related to n-CoV 2019, first reported in Wuhan, China

nhanes_supervised_learning

Trained and optimized several models on the 2015-16 National Health and Nutrition Examination Survey data, ultimately predicting overnight hospitalization with 90.5% accuracy. Includes feature importance analysis and odds ratios.

nnabla-examples

Neural Network Libraries https://nnabla.org/ - Examples

nnc-plugin

Plugins for Neural Network Console (https://dl.sony.com/).

opacus

Training PyTorch models with differential privacy

openwpm

菊池研M2-Meetingメモ

optuna

最適化には Optuna の NSGAIIMultiObjectiveSampler∗8 [Akiba 19] を利 用した_A hyperparameter optimization framework

osgan

One-Stage GAN for Efficient Adversarial Learning. The implementation of CVPR 2021 paper: Training Generative Adversarial Networks in One Stage.

pandas_tutorial

Pandasの基本的な操作についてのチュートリアル

paper-reading

Denoising diffusion probabilistic models (DDPM)

perceptualsimilarity

LPIPS metric. pip install lpips

ppmtf

Privacy-Preserving Multiple Tensor Factorization for Synthesizing Large-Scale Location Traces

ppmtfplus

村上隆夫殿_コンテストペーパー

probability

Probabilistic reasoning and statistical analysis in TensorFlow

pwscup2021

PWS Cup 2021, Data Anonymization Competition 'Diabetes'

pwssite-pwscup022-

PWSウェブサイト管理用です

python_de_textmining

『Pythonで学ぶテキストマイニング』

python_image_recognition

東大.田村雅人「Pythonで学ぶ画像認識」From Feifei Li

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

recsys-extraction-attack

[RecSys'21] PyTorch Implementation of Black-Box Attacks on Sequential Recommenders via Data-Free Model Extraction

resourcer

センシティブデータ保護（Protecting）

roc_pr_comp

rotate

Create recursive image rotation animations