Name: George Studying
Type: User
Company: Tsinghua University
Bio: Ph.D. Student @ Tsinghua University. My research focuses on the AI security, especially the backdoor learning, adversarial learning, and data privacy.
Location: China
George Studying's Projects
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.
Python library for adversarial attacks and defenses (evasion, poisoning) for neural networks with multiple framework support
Investigating the robustness of state-of-the-art CNN architectures to simple spatial transformations.
A Toolbox for Adversarial Robustness Research
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
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
Pretrained bag-of-local-features neural networks
吴恩达老师的机器学习课程个人笔记
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(吴恩达老师的深度学习课程笔记及资源)
This repository contains implementations and illustrative code to accompany DeepMind publications
A python machine learning library for structured data.
[ICLR 2020] A repository for extremely fast adversarial training using FGSM
Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, Keras, …
This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'
一些R语言的学习心得文件
Basic Machine Learning and Deep Learning
Baseline classifiers on the polluted MNIST dataset, SJTU CS420 course project
中文 Python 笔记
PRML algorithms implemented in Python
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
一些python3的学习笔记
95.16% on CIFAR10 with PyTorch
Classification with PyTorch.
DeepLab v3+ model in PyTorch. Support different backbones.
Build your neural network easy and fast
《Pytorch模型训练实用教程》中配套代码
There are some function created by myself