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huangdengrong's Projects

rspapers icon rspapers

Must-read papers on Recommender System.

smote_variants icon smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

smrt icon smrt

Handle class imbalance intelligently by using variational auto-encoders to generate synthetic observations of your minority class.

statistics-note icon statistics-note

概率论与数理统计笔记(《概率论与数理统计》陈希孺院士、《概率论与数理统计教程》茆诗松教授以及相关资料)

tcnn icon tcnn

Transfer Convolutional Neural Network for Cross-Project Defect Prediction

technical_books icon technical_books

:books:🔥收集全网最热门的技术书籍 (GO、黑客、Android、计算机原理、人工智能、大数据、机器学习、数据库、PHP、java、架构、消息队列、算法、python、爬虫、操作系统、linux、C语言),不间断更新中:hotsprings:

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

text-classification-using-lda-and-gcn icon text-classification-using-lda-and-gcn

Constructed a structured heterogeneous text corpus graph to transform text classification problem into a node classification problem. Created semantic rich features by using Text GCN and topic modeling based approach-LDA which are then fed into a novel classification model.

text_gcn icon text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

transformers icon transformers

🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

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