PyTextClassifier:开箱即用的文本分类工具包,包括LR,Xgboost,TextCNN,FastText,BiLSTM_Attention,BERT等模型实现
分类:机器学习
【PyTextClassifier:开箱即用的文本分类工具包,包括LR,Xgboost,TextCNN,FastText,BiLSTM_Attention,BERT等模型实现】’PyTextClassifier - pytextclassifier is a toolkit for text classification' by xuming
pytextclassifier is a python Open Source Toolkit for text classification. The goal is to implement text analysis algorithm, so as to achieve the use in the production environment.
pytextclassifier has the characteristics of clear algorithm, high performance and customizable corpus.
Functions:
Classifier
- LogisticRegression
- Random Forest
- Decision Tree
- K-Nearest Neighbours
- Naive bayes
- Xgboost
- Support Vector Machine(SVM)
- TextCNN
- TextRNN_Att
- Fasttext
- BERT
Cluster
- MiniBatchKmeans
While providing rich functions, pytextclassifier internal modules adhere to low coupling, model adherence to inert loading, dictionary publication, and easy to use.