https://github.com/jegp/langprocexam

Exam for language processing II
https://github.com/jegp/langprocexam

Last synced: 11 days ago
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Exam for language processing II

• Host: GitHub
• URL: https://github.com/jegp/langprocexam
• Owner: Jegp
• Created: 2017-06-15T15:37:49.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2017-06-16T16:10:45.000Z (over 7 years ago)
• Last Synced: 2024-10-28T12:59:13.052Z (about 2 months ago)
• Language: TeX
• Size: 45 MB
• Stars: 0
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Language processing II exam

An exam for a course on language processing

## Requirements

To reproduce the results you need to install python3 and the following

pip3 packages (I highly recommend using a virtualenv):

* Numpy

* Sklearn

* Tensorflow

* Keras

## Repository structure

The preprocessing is done in the ``preprocessing.py`` file, and the results

(included) can be found in the ``data.npz`` file. The proprocessor uses the

data from the ``scaledata`` folder.

Four models are constructed using the proprocessed data: a linear model,

a linear model with a tf-idf score, a recurrent neural network with LSTMs and

a LSTM with tf-idf. They are located in the correspondingly named python files.

Simply running those files with ``python3`` should run the models, given

the prerequisites have been correctly installed.

## Contact

[email protected]