innerpace-X

innerpace-X's Stars

• mli/paper-reading

  深度学习经典、新论文逐段精读

  27.9k2.5k

• latextemplates/LNCS

  Improved Lecture Notes in Computer Science (LNCS) template

  Language:TeX26263

• thu-ml/ares

  A Python library for adversarial machine learning focusing on benchmarking adversarial robustness.

  Language:Python49488

• rtflynn/Cifar-Autoencoder

  A look at some simple autoencoders for the Cifar10 dataset, including a denoising autoencoder. Python code included.

  Language:Python646

• vtddggg/CAA

  The implementation of our paper: Composite Adversarial Attacks (AAAI2021)

  Language:Python303

• awesomedata/awesome-public-datasets

  A topic-centric list of HQ open datasets.

  61.7k10k

• yizt/Grad-CAM.pytorch

  pytorch实现Grad-CAM和Grad-CAM++,可以可视化任意分类网络的Class Activation Map (CAM)图,包括自定义的网络;同时也实现了目标检测faster r-cnn和retinanet两个网络的CAM图;欢迎试用、关注并反馈问题...

  Language:Python740169

• yousuketakada/prml_errata

  More PRML Errata

  Language:TeX8018

• godotengine/godot

  Godot Engine – Multi-platform 2D and 3D game engine

  Language:C++93.1k21.5k

• google-research/disentanglement_lib

  disentanglement_lib is an open-source library for research on learning disentangled representations.

  Language:Python1.4k203

• xialeiliu/Awesome-Incremental-Learning

  Awesome Incremental Learning

  3.9k578

• P2333/Max-Mahalanobis-Training

  Max Mahalanobis Training (ICML 2018 + ICLR 2020)

  Language:Python9020

• mnikitin/EfficientNet

  Gluon implementation of EfficientNet and EfficientNet-lite

  Language:Python3212

• StacyYang/gluoncv-torch

  PyTorch API for GluonCV Models

  Language:Python53562

• dmlc/gluon-cv

  Gluon CV Toolkit

  Language:Python5.9k1.2k

• alvinwan/neural-backed-decision-trees

  Making decision trees competitive with neural networks on CIFAR10, CIFAR100, TinyImagenet200, Imagenet

  Language:Python611130

• yzkang/My-Data-Competition-Experience

  本人多次机器学习与大数据竞赛Top5的经验总结，满满的干货，拿好不谢

  Language:Python39067

• fchollet/deep-learning-models

  Keras code and weights files for popular deep learning models.

  Language:Python7.3k2.5k

• daviddwlee84/DeepLearningPractice

  Basically the neural network based implementation and corresponding notes.

  Language:Python2513

• TolicWang/RNN

  RNN示例集合

  Language:Python4227

• dshieble/Tensorflow_Deep_Taylor_LRP

  Layerwise Relevance Propagation with Deep Taylor Series in TensorFlow

  Language:Jupyter Notebook7124

• albermax/innvestigate

  A toolbox to iNNvestigate neural networks' predictions!

  Language:Python1.3k233

• mashangxue/tensorflow2-zh

  TensorFlow2.0 官方教程翻译，基本概念讲解、实战项目、TensorFlow2.0编程技巧。

  200530

• horance-liu/tensorflow-internals

  It is open source ebook about TensorFlow kernel and implementation mechanism.

  Language:TeX2.9k583

• negrinho/deep_architect

  A general, modular, and programmable architecture search framework

  Language:Python12117

• bethgelab/foolbox

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

  Language:Python2.8k428

• PAIR-code/saliency

  Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).

  Language:Jupyter Notebook964191

• fxxkmakeding-archieve/fxxkmakeding

  Language:HTML1.2k113

• dragen1860/Deep-Learning-with-TensorFlow-book

  深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

  Language:Jupyter Notebook13.2k4.1k

• tensorpack/tensorpack

  A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

  Language:Python6.3k1.8k