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advbox

Advbox is a toolbox to generate adversarial examples that fool neural networks in PaddlePaddle、PyTorch、Caffe2、MxNet、Keras、TensorFlow and Advbox can benchmark the robustness of machine learning models. Advbox give a command line tool to generate adversarial examples with Zero-Coding.

adversarial-robustness-toolbox

Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support

adversarial_spatial

Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.

advertorch

A Toolbox for Adversarial Robustness Research

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

bag-of-local-features-models

Pretrained bag-of-local-features neural networks

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，近30万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dtreeviz

A python machine learning library for structured data.

fast_adversarial

[ICLR 2020] A repository for extremely fast adversarial training using FGSM

foolbox

Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

kwta-activation

learning-experience-of-r

一些R语言的学习心得文件

machinelearning

Basic Machine Learning and Deep Learning

membership-inference-via-backdooring

mnist-baselines

Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project

notes-python

中文 Python 笔记

prml

PRML algorithms implemented in Python

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

python3_learning_notes

一些python3的学习笔记

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-classification

Classification with PyTorch.

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

pytorch-tutorial

Build your neural network easy and fast

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

r-function

There are some function created by myself