CNN-Text-Classifier-using-Keras

Convolutional Neural Network text classifier using Keras and tensorflow backed

models.py includes examples of Shallow / Deep CNNs + implementation of Kim Yoon multi-size filter CNN.

References

A sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification https://arxiv.org/abs/1510.03820

Convolutional Neural Networks for Sentence Classification https://arxiv.org/abs/1408.5882

Diego Schapira

Name		Name	Last commit message	Last commit date
Latest commit History 20 Commits
CNN Text Classifier with Keras.ipynb		CNN Text Classifier with Keras.ipynb
README.md		README.md
embeddings.py		embeddings.py
models.py		models.py
plot_history.py		plot_history.py
preprocess.py		preprocess.py
searchgridcv.py		searchgridcv.py