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31 search results found

Spacy ⭐ 28,628

💫 Industrial-strength Natural Language Processing (NLP) in Python

Cnn Text Classification Tf ⭐ 5,256

Convolutional Neural Network for Text Classification in Tensorflow

Keras Text ⭐ 417

Text Classification Library in Keras

Text Classification Models Pytorch ⭐ 309

Implementation of State-of-the-art Text Classification Models in Pytorch

Chinese Text Classification ⭐ 276

Chinese-Text-Classification，Tensorflow CNN（卷积神经网络）实现的中文文本分类。QQ群：522785813，微信群二维码：http://w

Cnn Text Classification Tf Chinese ⭐ 235

CNN for Chinese Text Classification in Tensorflow

Text Classification ⭐ 219

Text Classification through CNN, RNN & HAN using Keras

Cnn Text Classification Keras ⭐ 204

Text Classification by Convolutional Neural Network in Keras

Shallowlearn ⭐ 196

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.

Deep Survey Text Classification ⭐ 177

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Fasttext.js ⭐ 169

FastText for Node.js

Charcnn_keras ⭐ 142

The implementation of text classification using character level convoultion neural networks using Keras

Textclassification ⭐ 124

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Context ⭐ 116

ConText v4: Neural networks for text categorization

Rcnn Text Classification ⭐ 116

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

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Fastrtext ⭐ 97

R wrapper for fastText

Dual Contrastive Learning ⭐ 95

Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"

Sentiment ⭐ 85

An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.

Machinelearningwithpython ⭐ 79

Get started with Machine Learning with Python - An introduction with Python programming examples

Weshclass ⭐ 67

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

Nlp Pretrained Model ⭐ 63

A collection of Natural language processing pre-trained models.

Imodelsx ⭐ 60

Scikit-learn friendly library to interpret, and prompt-engineer text datasets using large language models.

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Westclass ⭐ 47

[CIKM 2018] Weakly-Supervised Neural Text Classification

Neweraai Papers ⭐ 42

The repository provides links to collections of influential and interesting research papers from top AI conferences, with open-source code to promote reproducibility and provide detailed implementation insights beyond the scope of the article. Stay up to date with the latest advances in AI research!

Deep Learning With Python 2nd ⭐ 39

<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소

Tensorflow implementation of ACL2020 paper "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks."

Finding semantically meaningful and accurate prompts.

Easy Deep Learning With Allennlp ⭐ 30

🔮Deep Learning for text made easy with AllenNLP

Structured Self Attentive Sentence Embedding ⭐ 23

Re-Implementation of "A Structured Self-Attentive Sentence Embedding" by Lin et al., 2017

Textcategorization ⭐ 23

⚡ Using deep learning (MLP, CNN, Graph CNN) to classify text in TensorFlow.

Multi Filter Residual Convolutional Neural Network ⭐ 19

Multi-Filter Residual Convolutional Neural Network for Text Classification

Text2gender ⭐ 17

Predict the author's gender from their text.

Kaggle Twitter Sentiment Analysis ⭐ 15

Kaggle Twitter Sentiment Analysis Competition

Short Text Classification ⭐ 14

Short Text Classification with Deep Neural Networks: An Experimental Analysis

Text Classification Pytorch ⭐ 14

Text Classification in PyTorch

Keras Aquarium ⭐ 14

a small collection of models implemented in keras, including matrix factorization(recommendation system), topic modeling, text classification, etc. Runs on tensorflow.

Cnn Text Classification Keras ⭐ 14

Convolutional Neural Network for Text Classification in Keras

Us Ai Patents ⭐ 14

Code and Data for Text Classification of AI Related Patents Research Paper

Deepclassifier ⭐ 13

DeepClassifier is aimed at building general text classification model library.It's easy and user-friendly to build any text classification task.

Rationale Cnn ⭐ 11

This repository implements the model from paper: Rationale-Augmented Convolutional Neural Networks for Text Classification

Text Classification Application ⭐ 11

🎒 基于CNN实现的文本分类应用

Text_classification ⭐ 11

keras implementation of text classification algorithms

Deeplearningfortextclassification ⭐ 10

deep learning model for text classification

Ensemble Learning For Tweet Classification Of Hate Speech And Offensive Language ⭐ 10

Contains code for a voting classifier that is part of an ensemble learning model for tweet classification (which includes an LSTM, a bayesian model and a proximity model) and a system for weighted voting

Machine Learning ⭐ 9

Machine Learning Practise

Ml Quebec Hands On Text Classification ⭐ 9

ML Quebec Hands On Text Classification Using Neural Networks

Companyclassifier ⭐ 9

Company type and subtype classifier

Sequential_short_text_classification ⭐ 8

Implementation for "Sequential Short-Text Classification with Recurrent and Convolutional Neural Networks"

Keras Nbsvm ⭐ 8

A Keras Implementation of NBSVM for Text Classification

Identification Of Twitter Bots Using Cnn ⭐ 8

Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.

AI driven Web Application Firewall

Tensorflow_text_classification ⭐ 7

Implementing multi models for Text Classification in TensorFlow.

Author Attribution ⭐ 6

Authorship Attribution in Social Media & Chat Biometrics & Behavioral Biometrics

Char Level Cnn For Text Classification In Keras ⭐ 5

Character-level Convolution Neural Network for Text Classification in Keras

Textclassifier ⭐ 5

Application for text classification using neural networks

Yeezy Taught Me ⭐ 5

Yeezy Taught Me Text Generation. Training next character predictions RNN LSTM model with user input text corpus

Pytorch_deep_learning ⭐ 5

Using Pytorch to Create Deep Learning Models.

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