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awesome-material

awesome material

cpp_primer_answers

《C++ Primer》第五版中文版习题答案

deepglobe-road-extraction-challenge

D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

label-propagation-visualization

标签传播算法可视化

machine-learning-session

machinelearning

Machine Learning in Action（机器学习实战）

mmdetection

Open MMLab Detection Toolbox and Benchmark

mnbvc

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。对标chatGPT训练的40T数据。MNBVC数据集不但包括主流文化，也包括各个小众文化甚至火星文的数据。MNBVC数据集包括新闻、作文、小说、书籍、杂志、论文、台词、帖子、wiki、古诗、歌词、商品介绍、笑话、糗事、聊天记录等一切形式的纯文本中文数据。

opencv3-intro-book-src

:blue_book:《OpenCV3编程入门》书本配套源码 |《Introduction to OpenCV3 Programming》Book Source Code

paper-reading

深度学习经典、新论文逐段精读

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

pygat

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

pytorch-fcn

PyTorch Implementation of Fully Convolutional Networks.

pytorch-gat

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

rio-hist

Histogram matching plugin for rasterio

satellite_seg

shadowsocks-android

A shadowsocks client for Android

tensorboard-pytorch

tensorboard for pytorch

vision-multi

Datasets, Transforms of pytorch specific to multi channel image, especially tiff