hlmu/lstm-classification-pytorch

Text classification based on LSTM on R8 dataset for pytorch implementation

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Text Classification baed on LSTM on R8 Dataset-[pytorch implementation]

1. Details of file fold:

• data/
• data/train_txt/*.txt
• data/train_txt.txt
• data/train_label.txt
• data/test_txt/*.txt
• data/test_txt.txt
• data/test_label.txt

2. File description:

file	description
data/train_txt/	training text fold
data/test_txt/	testing text fold
data/train_txt.txt	file name list for training text
data/test_txt.txt	file name list for testing text
data/train_label.txt	label list for training text
data/test_label.txt	label list for testing text

3. Running example:

Environment: python 3

Requirements:

pytorch

running example:

python main.py

output:

4. Dataset:

We use the following dataset for our example: R8 Dataset.link.