Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Meta | 660 | a year ago | 54 | mit | C++ | |||||
A Modern C++ Data Sciences Toolkit | ||||||||||
Multi Class Text Classification Cnn Rnn | 554 | 6 years ago | 29 | apache-2.0 | Python | |||||
Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow. | ||||||||||
Multi Class Text Classification Cnn | 388 | 6 years ago | 24 | apache-2.0 | Python | |||||
Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow. | ||||||||||
Jfasttext | 215 | 8 | 3 | a year ago | 5 | May 29, 2023 | 46 | other | Java | |
Java interface for fastText | ||||||||||
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. | ||||||||||
Fasttext.js | 169 | 1 | 5 | a year ago | 11 | March 22, 2023 | 5 | mit | JavaScript | |
FastText for Node.js | ||||||||||
Lbl2vec | 165 | 3 months ago | 3 | December 29, 2022 | 4 | bsd-3-clause | Python | |||
Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus. | ||||||||||
Pytorch Rnn Text Classification | 145 | 8 months ago | 1 | Python | ||||||
Word Embedding + LSTM + FC | ||||||||||
Kadot | 108 | 4 years ago | n,ull | Jupyter Notebook | ||||||
Natural language processing using unsupervised vectors representation. | ||||||||||
Nlp Tutorial | 101 | 2 years ago | apache-2.0 | Jupyter Notebook | ||||||
自然语言处理(NLP)教程,包括:词向量,词法分析,预训练语言模型,文本分类,文本语义匹配,信息抽取,翻译,对话。 |