https://github.com/demfier/program_synthesis
Library for morphological inflection of any language.
https://github.com/demfier/program_synthesis
natural-language-processing program-synthesis structured-prediction
Last synced: 9 months ago
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Library for morphological inflection of any language.
- Host: GitHub
- URL: https://github.com/demfier/program_synthesis
- Owner: Demfier
- Created: 2017-09-01T16:35:17.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2017-11-10T14:19:11.000Z (over 8 years ago)
- Last Synced: 2025-06-14T12:04:32.080Z (9 months ago)
- Topics: natural-language-processing, program-synthesis, structured-prediction
- Language: Jupyter Notebook
- Homepage:
- Size: 6.9 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# PSyn [WIP]
The library aims to solve the task of Morphological (re)inflection using program synthesis techniques. It is being built as a part of my Bachelors Thesis Project under the supervision of Prof. Pawan Goyal from Dept. of Computer Science, IIT Kharagpur. I am working in a team of two with Athitya Kumar on this project.
Currently, an Ensemble Classifier of Decision Trees has been built as the baseline system. It generates correct inflections with an accuracy of **52.54%**.
The documentation for the module will be added soon.
# To do list:
* Library todos
* [TODO](PSyn/TODO.md)
* System todos:
* Setup GPU pipeline in the server