All Projects → jayavardhanr → End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial
jayavardhanr / End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
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End-to-end-Sequence-Labeling-via-Bi-directional-LSTM-CNNs-CRF-Tutorial
This is a PyTorch tutorial for the ACL'16 paper End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
This repository includes
- IPython Notebook of the tutorial
- Data folder
- Setup Instructions file
- Pretrained models directory (The notebook will automatically download pre-trained models into this directory, as required)
Authors
Installation
The best way to install pytorch is via the pytorch webpage
Setup
Creating new Conda environment
conda create -n pytorch python=3.5
Activate the condo environment
source activate pytorch
Setting up notebooks with specific python version (python 3.5)
conda install notebook ipykernel
ipython kernel install --user
PyTorch Installation command:
conda install pytorch torchvision -c pytorch
NumPy installation
conda install -c anaconda numpy
Download GloVe vectors and extract glove.6B.100d.txt into "./data/" folder
wget http://nlp.stanford.edu/data/glove.6B.zip
Data Files
You can download the data files from within this repo over here
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