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gq-max's Projects

adversedrive icon adversedrive

Attacking Vision based Perception in End-to-end Autonomous Driving Models

cleverhans icon cleverhans

An adversarial example library for constructing attacks, building defenses, and benchmarking both

foolbox icon foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

graduationproject icon graduationproject

本科毕业设计——基于谱方法的多视角聚类方法的研究与实现

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

it_book icon it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍,没准你想找的书就在这里呢,包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列(常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习,深度学习等等),大数据系列(Spark,Hadoop,Scala,kafka等),程序员必修系列(C、C++、java、数据结构、linux,设计模式、数据库等等)

mmgeneration icon mmgeneration

MMGeneration is a powerful toolkit for generative models, based on PyTorch and MMCV.

mvdata icon mvdata

Data sets for multi-view learning.

nrp icon nrp

Official repository for "A Self-supervised Approach for Adversarial Robustness" (CVPR 2020--Oral)

paper-reimplement icon paper-reimplement

众所周知,有些顶会论文不给代码,实验部分不写模型结构,且部分参数玄学,结果存疑,所以只能自己复现了。

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-lightning-template icon pytorch-lightning-template

An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板,简单易用,稍改原来Pytorch代码,即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit all the functions as well. Big-project-friendly as well. No need to rewrite your config in hydra.

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