robertluobo Goto Github PK

fastphotostyle

Style transfer, deep learning, feature transform

hack-sysml

The road to hack SysML and become an system expert

how-to-optimize-gemm

https://github.com/tpoisonooo/how-to-optimize-gemm 参考https://zhuanlan.zhihu.com/p/65436463

iccv2019

ICCV 2019 papers/new汇总帖，极市团队整理

imagenet

This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

leetcode_practice

lihang-code

《统计学习方法》的代码实现

lobob

loss-landscape

Code for visualizing the loss landscape of neural nets

lpbox-admm

A generic optimization method for any integer programming problem

machine_learning_beginner

机器学习初学者公众号作品

memorybackup

model_compression_paper

models

Models and examples built with TensorFlow

naslib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.

opencv-python-tutorial

OpenCV问答群,QQ群号:187436093

openmixup

CAIRI Supervised, Semi- and Self-Supervised Visual Representation Learning Toolbox and Benchmark

optimal-ternary-weights-approximation

Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).

pretrained-models.pytorch

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

prml

PRML algorithms implemented in Python

program-fault-location

COMP5241 SOFTWARE ENGINEERING AND DEVELOPMEN

pruned-mobilenet_v2

Apply the pruning strategy for MobileNet_v2

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch-cifar

95.16% on CIFAR10 with PyTorch

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)

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-pretrained-gans

Pretrained GANs in PyTorch: StyleGAN2, BigGAN, BigBiGAN, SAGAN, SNGAN, SelfCondGAN, and more

quantization-aware-training-on-backpropagation

readingpaper_daily