All Projects → bhaveshoswal → Cnn Text Classification Keras

bhaveshoswal / Cnn Text Classification Keras

Text Classification by Convolutional Neural Network in Keras

Programming Languages

python
139335 projects - #7 most used programming language

Projects that are alternatives of or similar to Cnn Text Classification Keras

Rmdl
RMDL: Random Multimodel Deep Learning for Classification
Stars: ✭ 375 (+76.06%)
Mutual labels:  cnn, text-classification, text-mining
Text mining resources
Resources for learning about Text Mining and Natural Language Processing
Stars: ✭ 358 (+68.08%)
Mutual labels:  text-classification, sentiment-analysis, text-mining
Personality Detection
Implementation of a hierarchical CNN based model to detect Big Five personality traits
Stars: ✭ 338 (+58.69%)
Mutual labels:  cnn, sentiment-analysis, theano
Sentiment analysis albert
sentiment analysis、文本分类、ALBERT、TextCNN、classification、tensorflow、BERT、CNN、text classification
Stars: ✭ 61 (-71.36%)
Mutual labels:  cnn, text-classification, sentiment-analysis
Context
ConText v4: Neural networks for text categorization
Stars: ✭ 120 (-43.66%)
Mutual labels:  text-classification, sentiment-analysis
Chinese ulmfit
中文ULMFiT 情感分析 文本分类
Stars: ✭ 208 (-2.35%)
Mutual labels:  text-classification, sentiment-analysis
Dan Jurafsky Chris Manning Nlp
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Stars: ✭ 124 (-41.78%)
Mutual labels:  text-classification, sentiment-analysis
Onnxt5
Summarization, translation, sentiment-analysis, text-generation and more at blazing speed using a T5 version implemented in ONNX.
Stars: ✭ 143 (-32.86%)
Mutual labels:  text-classification, sentiment-analysis
Learning Social Media Analytics With R
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
Stars: ✭ 102 (-52.11%)
Mutual labels:  sentiment-analysis, text-mining
Cluedatasetsearch
搜索所有中文NLP数据集,附常用英文NLP数据集
Stars: ✭ 2,112 (+891.55%)
Mutual labels:  text-classification, sentiment-analysis
Livianet
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"
Stars: ✭ 143 (-32.86%)
Mutual labels:  cnn, theano
Classifier multi label textcnn
multi-label,classifier,text classification,多标签文本分类,文本分类,BERT,ALBERT,multi-label-classification
Stars: ✭ 116 (-45.54%)
Mutual labels:  cnn, text-classification
Aspect Extraction
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Stars: ✭ 117 (-45.07%)
Mutual labels:  cnn, sentiment-analysis
Hyperdensenet
This repository contains the code of HyperDenseNet, a hyper-densely connected CNN to segment medical images in multi-modal image scenarios.
Stars: ✭ 124 (-41.78%)
Mutual labels:  cnn, theano
Rnn Text Classification Tf
Tensorflow Implementation of Recurrent Neural Network (Vanilla, LSTM, GRU) for Text Classification
Stars: ✭ 114 (-46.48%)
Mutual labels:  text-classification, sentiment-analysis
Rcnn Text Classification
Tensorflow Implementation of "Recurrent Convolutional Neural Network for Text Classification" (AAAI 2015)
Stars: ✭ 127 (-40.38%)
Mutual labels:  text-classification, sentiment-analysis
Spark Nlp
State of the Art Natural Language Processing
Stars: ✭ 2,518 (+1082.16%)
Mutual labels:  sentiment-analysis, text-classification
Awesome Text Classification
Awesome-Text-Classification Projects,Papers,Tutorial .
Stars: ✭ 158 (-25.82%)
Mutual labels:  text-classification, text-mining
Hdltex
HDLTex: Hierarchical Deep Learning for Text Classification
Stars: ✭ 191 (-10.33%)
Mutual labels:  text-classification, text-mining
Fake news detection
Fake News Detection in Python
Stars: ✭ 194 (-8.92%)
Mutual labels:  text-classification, text-mining

CNN-text-classification-keras

It is simplified implementation of Implementing a CNN for Text Classification in TensorFlow in Keras as functional api

Requirements

Traning

Run the below command and it will run for 100 epochs if you want change it just open model.py

python model.py

For new data

You have to rebuild the vocabulary and then train.

For Citation

@misc{bhaveshoswal,
  author = {Bhavesh Vinod Oswal},
  title = {CNN-text-classification-keras},
  year = {2016},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/bhaveshoswal/CNN-text-classification-keras}},
}
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].