depengkong-kdp Goto Github PK

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

awesome-fer

A reading list of top Conferences & Journals, focused on facial expression recognition (FER)

calculation-of-heartbeat

cltrans

computation-sensor-co-design

computation-sensor-co-design-for-robotic-tactile-sensing-with-training-data-augmentation

Supplementary Videos

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

dbnpytorch

demo_on_pso

A demonstration on particle swarm optimization (PSO) algorithm implemented by Python

depengkong-zju.github.io

Personal Homepage

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

elm-pure

Pure implementation of ELM (Extreme Learning Machine) in python (just with numpy)

graphcl

[NeurIPS 2020] "Graph Contrastive Learning with Augmentations" by Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen

gulim-motion-transfer

GuLiM hybrid mapping method for human-robot motion transfer

hello_world

For the beginning

lihang-code

《统计学习方法》的代码实现

linux

Endless patches to upstream Linux

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

mtcnn-pytorch

pytorch implementation of face detection algorithm MTCNN

mtcnn_pytorch

MTCNN_Pytorch Codes Adapted from https://github.com/wujiyang/MTCNN_TRAIN

numpy-ml

Machine learning, in numpy

ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

pretrained-models.pytorch

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

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

python

All Algorithms implemented in Python

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

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-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

signal-processing.-machine-learning-and-sensor-fusion

machine learning, deep learning, sensor fusion, 5G, and all statistical signal processing by jianan

simsiam

PyTorch implementation of SimSiam https//arxiv.org/abs/2011.10566