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https://github.com/ksdkamesh99/stackquestioner
A Django Based Web App for predicting a given query belongs to which language i.e 'R', 'java', 'javascript', 'PHP', 'python'. The model is trained using LSTM's with a training accuracy of 97% and testing accuracy of 80%. The data that the model is trained with queries collected from a dataset in Kaggle originally extracted from StackOverflow.
https://github.com/ksdkamesh99/stackquestioner
django embeddings keras-tensorflow lstm nlp stackoverflow
Last synced: 3 months ago
JSON representation
A Django Based Web App for predicting a given query belongs to which language i.e 'R', 'java', 'javascript', 'PHP', 'python'. The model is trained using LSTM's with a training accuracy of 97% and testing accuracy of 80%. The data that the model is trained with queries collected from a dataset in Kaggle originally extracted from StackOverflow.
- Host: GitHub
- URL: https://github.com/ksdkamesh99/stackquestioner
- Owner: ksdkamesh99
- Created: 2020-09-15T05:40:05.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2020-09-19T17:56:40.000Z (over 4 years ago)
- Last Synced: 2024-10-23T03:23:52.960Z (3 months ago)
- Topics: django, embeddings, keras-tensorflow, lstm, nlp, stackoverflow
- Language: Jupyter Notebook
- Homepage:
- Size: 38.6 MB
- Stars: 7
- Watchers: 2
- Forks: 1
- Open Issues: 0
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Metadata Files: