galoiszhang's starred repositories
pytorch-cnn-visualizations
Pytorch implementation of convolutional neural network visualization techniques
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
DM-Python-MOOC
此项目提供在**大学慕课《数据挖掘与python实践》在线课程的代码及相关资料。课程链接如下：https://www.icourse163.org/course/CUFE-1207262801
paper-reading
深度学习经典、新论文逐段精读
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
deeplearning-models
A collection of various deep learning architectures, models, and tips
Divide-and-Co-training
[TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, Wide-ResNet, ResNeXt, ResNeSt, ResNeXSt, SENet, Shake-Shake, DenseNet, PyramidNet, and EfficientNet.
curriculum-dropout-pytorch
curriculum dropout implementation with pytorch
CutMix-PyTorch
Official Pytorch implementation of CutMix regularizer
awesome-data-augmentation
This is a list of awesome methods about data augmentation.
Vehicle_Collision_Prediction_Using_CNN-LSTMs
Predict Vehicle collision moments before it happens in Carla!. CNN and LSTM hybrid architecture is used to understand a series of images.
SCARLET-NAS
Bridging the gap Between Stability and Scalability in Neural Architecture Search
slimmable_networks
Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
awesome-AutoML-and-Lightweight-Models
A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.
Awesome-AutoDL
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
awesome-architecture-search
A curated list of awesome architecture search resources
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.
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》)
efficientnet-tf2
A reusable implementation of EfficientNet in TensorFlow 2.0 and Keras
cutout-random-erasing
Cutout / Random Erasing implementation, especially for ImageDataGenerator in Keras
efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
EfficientNet-PyTorch
A PyTorch implementation of EfficientNet