1134 Open source projects that are alternatives of or similar to Cnn Text Classification Keras

RMDL: Random Multimodel Deep Learning for Classification

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Resources for learning about Text Mining and Natural Language Processing

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

Tensorflow implementation of attention mechanism for text classification tasks.

中文ULMFiT 情感分析 文本分类

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

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.

All about Neural Networks!

Meta learning with BERT as a learner

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

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Text Classification Library in Keras

Implementation of papers for text classification task on DBpedia

A Benchmark of Text Classification in PyTorch

HDLTex: Hierarchical Deep Learning for Text Classification

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

This toolbox is support material for the book on CNN (http://www.convolution.network).

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

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

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

🍊 📄 Text Mining add-on for Orange3

This repository contains code and bonus content which will be added from time to time for the book "Learning Social Media Analytics with R" by Packt

CNN for intent classification task in a Chatbot

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

multi-label，classifier，text classification，多标签文本分类，文本分类，BERT，ALBERT，multi-label-classification

Fake News Detection in Python

Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)

Repository with all what is necessary for sentiment analysis and related areas

Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.

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.

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

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.

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Chinese Question Classifier (Keras Implementation) on BQuLD

Data augmentation for NLP, presented at EMNLP 2019

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

Text Mining in Python

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

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

📚 Text classification library 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.

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

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

Your Advanced Twitter stalking tool

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

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Awesome-Text-Classification Projects,Papers,Tutorial .

搜索所有中文NLP数据集，附常用英文NLP数据集

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.

嵌入Word2vec词向量的CNN中文文本分类

CNN-RNN中文文本分类，基于TensorFlow

Arabic support for textblob

ConText v4: Neural networks for text categorization

Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ...

State of the Art Natural Language Processing