yongzhuo / Macadam

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类、序列标注和关系抽取的自然语言处理工具包。支持RANDOM、WORD2VEC、FASTTEXT、BERT、ALBERT、ROBERTA、NEZHA、XLNET、ELECTRA、GPT-2等EMBEDDING嵌入; 支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCNN、CRNN、DeepMoji、SelfAttention、HAN、Capsule等文本分类算法; 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Lattice-LSTM-Batch、MRC等序列标注算法。

Date Created 2020-06-04 (4 years ago)

Commits 7 (last one 4 years ago)

Stargazers 324 (0 this week)

Watchers 8 (0 this week)

Forks 38

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RepositoryStats indexes 565,279 repositories, of these yongzhuo/Macadam is ranked #122,790 (78th percentile) for total stargazers, and #241,498 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #20,768/111,292.

yongzhuo/Macadam is also tagged with popular topics, for these it's ranked: python3 (#900/3991), tensorflow (#849/2214), keras (#266/779), bert (#195/549), text-classification (#86/270), relation-extraction (#36/108)

Other Information

yongzhuo/Macadam has 1 open pull request on Github, 0 pull requests have been merged over the lifetime of the repository.

There have been 2 releases, the latest one was published on 2020-06-04 (4 years ago) with the name Macadam最初的版本，初始化.

Homepage URL: https://blog.csdn.net/rensihui

All Topics

ner bert keras python3 embedding tensorflow sequence-labeling relation-extraction text-classification

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updated: 2024-09-03 @ 01:59pm, id: 269414777 / R_kgDOEA7xeQ