Top 287 text-classification open source projects

Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification

Word Embedding + LSTM + FC

Kadot, the unsupervised natural language processing library.

DELTA is a deep learning based natural language and speech processing platform.

R wrapper for fastText

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

An example on how to train supervised classifiers for multi-label text classification using sklearn pipelines

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Your Advanced Twitter stalking tool

📓 Long(er) text representation and classification using Doc2Vec embeddings

CNN for intent classification task in a Chatbot

Pytorch implementation of "Graph Convolutional Networks for Text Classification"

Text Classification Algorithms: A Survey

Official Ruby client for the MonkeyLearn API. Build and consume machine learning models for language processing from your Ruby apps.

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

ATEC 金融大脑-金融智能NLP服务

A list of NLP(Natural Language Processing) tutorials

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

text-classifier is a toolkit for text classification. It was developed to facilitate the designing, comparing, and sharing of text classification models.

Character-level Convolutional Networks for Text Classification论文仿真实现

Bert-classification and bert-dssm implementation with keras.

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Train and deploy a News Classifier using language model (ULMFit) - Serverless container

sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification

Arabic support for textblob

中国法研杯-司法人工智能挑战赛

Web Service for E-Discovery Analytics

Repo for Applied Text Mining in Python (coursera) by University of Michigan

A Python interface for Facebook fastText

implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow

Text classification with Sparse Composite Document Vectors.

📚 Text classification library with Keras

Meta learning with BERT as a learner

All kinds of neural text classifiers implemented by Keras

Hierarchy-Aware Global Model for Hierarchical Text Classification

bert on Jigsaw Unintended Bias in Toxicity Classification

Machine learning based text classification in JavaScript using n-grams and cosine similarity

Text classifier for Hierarchical Attention Networks for Document Classification

TextCNN by TensorFlow 2.0.0 ( tf.keras mainly ).

PyTorch repository for text categorization and NER experiments in Turkish and English.

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3. A sentiment analysis project.

🔮Deep Learning for text made easy with AllenNLP

Few-shot binary text classification with Induction Networks and Word2Vec weights initialization

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似度（Sentence Similarity），XLNET句向量-相似度（text xlnet embedding），文本分类（Text classification）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment, data enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

Naive Bayes text classification implementation as an OmniCat classifier strategy. (#ruby #naivebayes)

Chinese Question Classifier (Keras Implementation) on BQuLD

Graph Convolutional Networks for Text Classification. AAAI 2019

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

Predict the author's gender from their text.

all kinds of text classification models and more with deep learning

Use tensorflow to achieve some NLP project, eg: classification chatbot ner attention QAetc.

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Data augmentation for NLP, presented at EMNLP 2019

Text Mining in Python

文本分类基准测试

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

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.