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milvus

milvus-io / milvus

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PaddlePaddle / PaddleNLP

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关于一些具体建议

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myboyliu
myboyliu commented Jun 25, 2021

1.希望可以把底层的api文档再完善一些，比如encoder,decoder，以便于复现一些论文
2.希望可以维护一个pytorch和paddle的api对照一览表，尽量全一些
3.错误日志能否准确一些，有时候datalaoder出的一些错误信息不好定位
4.能否增加使用梯度累加特性，进一步提高batch size

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yongzhuo / Macadam

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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。

text-classification tensorflow keras python3 ner embedding bert sequence-labeling relation-extraction
  • Updated Nov 13, 2020
  • Python
walklets

benedekrozemberczki / walklets

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A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

machine-learning deep-learning word2vec deepwalk dimensionality-reduction gensim edge-prediction multiscale graph-mining embedding node2vec word-embedding graph-embedding node-classification graph-neural-networks node-embedding walklet graphlet dont-walk-skip graph-convolution
  • Updated Aug 1, 2021
  • Python

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