Description:
WordFP 1.0.2
WordFP
This application consists of a python package made to encode words and compare them through similarity calculation.
The words are encoded in a matrix of 0's and 1's called "WordFP", where the first column refers to all the letters
present in a word and the second column to the last refers to the position of a certain letter in a word.
The search for similar words is calculated based on the metrics: geometric, arithmetic, tanimoto and tversky.
A jupyter-notebook with an example of using this package is in the examples/how_to_use.ipynb directory
Another way to use this package is through of web app WordFP.
It is possible to run locally too following the steps below.
Install
Via pip
$ pip install wordfp
or
Via github
$ git clone https://github.com/jeffrichardchemistry/WordFP
$ cd WordFP
$ python3 setup.py install
Install and Run WebAPP Locally
The web application is in the "app/app.py" folder. Install dependencies:
$ pip install streamlit wordfp
To run:
$ cd .../app/
$ streamlit run app.py
Considerations
This project was an idea I came up with at a random moment while studying my PhD work,
I hope it can help someone someday in areas like natural language processing (NLP).
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
Files:
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