shawroad

NLP_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

CoSENT_Pytorch

CoSENT、STS、SentenceBERT

Semantic-Textual-Similarity-Pytorch

experiments of some semantic matching models and comparison of experimental results.

Python-Library-Learning

Here we will sort out a variety of interesting Python library learning

DeepCTR-pytorch

Here are the models listed in CTR. Example: FM、DeepFM、xDeepFM etc.

NLP-Project

Here I sort out some small projects I did in the process of learning NLP.

NLP_tensorflow_project

Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.

Text-Classification-Pytorch

Summary and comparison of Chinese classification models

Keras-Learning-Summary

Summary of keras knowledge points.

Text-Generation-Chinese-Pytorch

Community-Detection

社团检测算法总结

NER-Pytorch

GAN-pytorch

Implementation of GAN

GraphNeuralNetwork

The repository includes GNN, GAT, GCN, GraphSAGE, PinSAGE, etc algorithm implementation.

MinProject

关于pyqt的一些小项目

Pytorch-Learning-Summary

pytorch学习总结

Algorithm

面试中一些算法题总结

Python_Crawler

Summary of Python crawler practice.

Tensorflow-Learning-Summary

This will describle some element knowlege about tensorflow.

Weather-forecasting-system

The weather forecast system involves pyqt5 + crawler + SQLite database operation.

CV_pytorch_project

Here we will sort out the items related to CV, including image classification, objection detection, semantic segmentation， instance segmentation, etc.

Competition-Summary

参加各种比赛的总结，以及代码分享

DeepLearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

DeepLearning-with-CV

This is project about CV. I will summary skills which is some processing CV.

notebook

c++, data_analysis, deep_learning, docker, git, python etc.

crnn_seq2seq_ocr_pytorch

Extremely simple implement for Chinese OCR by PyTorch.

Machine-learning-competition

OpenCV-Python-Tutorial

OpenCV-Python图像处理教程

shawroad

streamlit_app