Some example scripts on pytorch

Overview

pytorch-practice

Some example scripts on pytorch

CONLL 2000 Chunking task

Uses BiLSTM CRF loss with char CNN embeddings. To run use:

cd data/conll2000
bash get_data.sh
cd ..
python chunking_bilstm_crf_char_concat.py # Takes around # 8 hours on Tesla K80 GPU

92.82% mean F1 on test data.

Owner
Shubhanshu Mishra
Researcher in Machine learning, Data Mining, Social Science, and Natural Language Processing Programming languages: Python, Java, and Java Script
Shubhanshu Mishra
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