https://github.com/napsternxg/pytorch-practice

Some example scripts on pytorch
https://github.com/napsternxg/pytorch-practice

deep-learning machine-learning pytorch pytorch-tutorial

Last synced: about 2 months ago
JSON representation

Some example scripts on pytorch

• Host: GitHub
• URL: https://github.com/napsternxg/pytorch-practice
• Owner: napsternxg
• License: apache-2.0
• Created: 2017-01-23T17:07:33.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2021-10-28T22:20:24.000Z (about 3 years ago)
• Last Synced: 2024-11-10T01:36:15.691Z (about 2 months ago)
• Topics: deep-learning, machine-learning, pytorch, pytorch-tutorial
• Language: Jupyter Notebook
• Size: 22.1 MB
• Stars: 197
• Watchers: 9
• Forks: 50
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• Awesome-pytorch-list-CNVersion - pytorch practice
• Awesome-pytorch-list - pytorch practice

README

        
# 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.