shawroad Goto Github PK

algorithm

面试中一些算法题总结

community-detection

社团检测算法总结

competition-summary

参加各种比赛的总结，以及代码分享

cosent_pytorch

CoSENT、STS、SentenceBERT

crnn_seq2seq_ocr_pytorch

Extremely simple implement for Chinese OCR by PyTorch.

cv_pytorch_project

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

deepctr-pytorch

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

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[email protected] 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.

gan-pytorch

Implementation of GAN

graphneuralnetwork

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

keras-learning-summary

Summary of keras knowledge points.

machine-learning-competition

minproject

关于pyqt的一些小项目

ner-pytorch

nlp-project

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

nlp_pytorch_project

Embedding, NMT, Text_Classification, Text_Generation, NER etc.

nlp_tensorflow_project

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

notebook

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

opencv-python-tutorial

OpenCV-Python图像处理教程

python-library-learning

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

python_crawler

Summary of Python crawler practice.

pytorch-learning-summary

pytorch学习总结

semantic-textual-similarity-pytorch

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

shawroad

streamlit_app

tensorflow-learning-summary

This will describle some element knowlege about tensorflow.

text-classification-pytorch

Summary and comparison of Chinese classification models

text-generation-chinese-pytorch

weather-forecasting-system

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