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README.md

python-data-analysis

Python scripts for data analysis, mostly work in progress.

Prerequisite

Python 3

Dependencies

Install dependencies:

pip3 install -r requirements.txt

Run

Change into the nwbib directory:

cd nwbib

Load sample NWBib data from the Lobid API:

python3 nwbib_subjects_load.py

Run classification experiment:

python3 nwbib_subjects_process.py

Run bulk classification (first run takes some time):

python3 nwbib_subjects_bulk.py

Run a pipeline with cross-validation and hyperparameter optimization:

python3 nwbib_subjects_pipeline.py

Run experiments based on paragraph vectors:

python3 nwbib_doc2vec.py

License

Eclipse Public License 2.0

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Python scripts for data analysis, mostly work in progress.

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