CaoYiming's starred repositories
annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
paper-reading
深度学习经典、新论文逐段精读
STGCN-PyTorch
🚗 Implementation of spatio-temporal graph convolutional network with PyTorch
Signal-feature-extraction_DE-and-PSD
Code for extracting DE (differential entropy) and PSD (power spectral density) feature of signals.
Transfer-Learning-Library
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
cycada_release
Code to accompany ICML 2018 paper
Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
fast-neural-style
Feedforward style transfer
pytorch-book
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
expert_readed_books
2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍
PlotNeuralNet
Latex code for making neural networks diagrams
TensorFlow2.0_ResNet
A ResNet(ResNet18, ResNet34, ResNet50, ResNet101, ResNet152) implementation using TensorFlow-2.0.
deep-residual-networks
Deep Residual Learning for Image Recognition
nlp-tutorial
A list of NLP(Natural Language Processing) tutorials
LauSentiNet
集成各种神经网络进行情感分类，包括CNN、LSTM、Transformer以及BERT等网络模型
LambdaNetworks
Implementing Lambda Networks using Pytorch
Machine-Learning-in-Action-Python3
《机器学习实战》的python3源码