FernandoLpz/Text-Classification-CNN-PyTorch
The aim of this repository is to show a baseline model for text classification through convolutional neural networks in the PyTorch framework. The architecture implemented in this model was inspired by the one proposed in the paper: Convolutional Neural Networks for Sentence Classification.
This project provides a foundational model for categorizing text using deep learning. It takes raw text inputs, cleans and processes them, and then outputs classifications. This is a tool for machine learning practitioners or data scientists looking to implement text classification.
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Use this if you are a machine learning practitioner wanting a basic yet effective convolutional neural network (CNN) model for text classification.
Not ideal if you need a plug-and-play solution without any coding or deep learning expertise.
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48
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Language
Python
License
MIT
Last pushed
May 01, 2022
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