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adv-attack

Adversarial attacks including DeepFool and C&W

adversairal-attacks-pytorch

A pytorch implementations of Adversarial attacks and utils

adversarial-examples-pytorch

Implementation of Papers on Adversarial Examples

algorithm

Some classic algorithmic topics

classifying_cancer_resnet18_pytorch

cw_attack_on_mnist

Implemention of cw attack on pytorch with corresponding MNIST model

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，50余万字。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

facedatasets

Some scripts to process face datasets.

go-common

哔哩哔哩 bilibili 网站后台工程 源码

interview_internal_reference

2019年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

kddcup99

KDD cup 1999 ML project

login-with-weixin

machine-learning-yearning-chinese-ver

（完结）Andrew NG Machine-Learning-Yearning translation documents（吴恩达《Machine Learning Yearning》中文翻译及英文原稿）

mlpractical

Machine Learning Practical course repository

mnist-classification

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet)

reflection_summary

算法理论基础知识应知应会

secondarybook-

tenniscircle

tensorflow-example

Tensorflow-example：使用MNIST训练模型，并识别手写数字图片

tensorflow-tutorial-samples

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

testqqlogin

verification_robustness

Using 'auto_LiRPA' to test our pretrained model

verify_robustness

Using 'auto_LiRPA' to test our pretrained model(a single model and an ensemble model)

vision

Datasets, Transforms and Models specific to Computer Vision

xcfapp

高仿下厨房App，Objective-C，Xcode7.2，数据通过Charles抓的，有接口也有本地数据。