Wordmoversembeddings
WordMoversEmbeddings(WME) is a simple code for generating the vector representation of sentence/document for text classification and clustering.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Nlp_chinese_corpus | 8,344 | a year ago | 20 | mit | ||||||
| 大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP | ||||||||||
| Nlp In Practice | 861 | 3 years ago | 1 | Jupyter Notebook | ||||||
| Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more. | ||||||||||
| Lightnlp | 725 | 3 years ago | 17 | December 14, 2020 | 7 | apache-2.0 | Python | |||
| 基于Pytorch和torchtext的自然语言处理深度学习框架。 | ||||||||||
| Nlp Projects | 345 | 3 years ago | 1 | OpenEdge ABL | ||||||
| word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding | ||||||||||
| Zh_cnn_text_classify | 333 | 7 years ago | 19 | Python | ||||||
| 基于CNN的中文文本分类算法（可应用于垃圾邮件过滤、情感分析等场景） | ||||||||||
| Ml Projects | 243 | 3 years ago | n,ull | |||||||
| ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python | ||||||||||
| Text Cnn | 198 | 4 years ago | 14 | mit | Python | |||||
| 嵌入Word2vec词向量的CNN中文文本分类 | ||||||||||
| Shallowlearn | 196 | 7 years ago | 5 | December 30, 2016 | 17 | lgpl-3.0 | Python | |||
| An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn. | ||||||||||
| Text Pairs Relation Classification | 182 | 3 years ago | 2 | apache-2.0 | Python | |||||
| About Text Pairs (Sentence Level) Classification (Similarity Modeling) Based on Neural Network. | ||||||||||
| Hierarchical Attention Networks Pytorch | 171 | 4 years ago | 8 | Python | ||||||
| Hierarchical Attention Networks for document classification | ||||||||||
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