xiaoliu-lzh's starred repositories
time-series-ptms
A Survey on Time-Series Pre-Trained Models
mvts_transformer
Multivariate Time Series Transformer, public version
awesome-image-registration
image registration related books, papers, videos, and toolboxes
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
python-small-examples
告别枯燥,致力于打造 Python 实用小例子,更多Python良心教程见 Python中文网 https://www.zglg.work
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Deep-Learning-for-Medical-Applications
Deep Learning Papers on Medical Image Analysis
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
code-of-learn-deep-learning-with-pytorch
This is code of book "Learn Deep Learning with PyTorch"
pumpkin-book
《机器学习》(西瓜书)公式详解
lihang_book_algorithm
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
HRNet-Semantic-Segmentation
The OCR approach is rephrased as Segmentation Transformer: https://arxiv.org/abs/1909.11065. This is an official implementation of semantic segmentation for HRNet. https://arxiv.org/abs/1908.07919
UNet-pytorch
medical image semantic segmentation
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
CS231n-Note-Translation_CN
CS231课程笔记翻译 https://zhuanlan.zhihu.com/intelligentunit
awesome-semantic-segmentation-pytorch
Semantic Segmentation on PyTorch (include FCN, PSPNet, Deeplabv3, Deeplabv3+, DANet, DenseASPP, BiSeNet, EncNet, DUNet, ICNet, ENet, OCNet, CCNet, PSANet, CGNet, ESPNet, LEDNet, DFANet)
ailearning
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2