Streamlit Natural Language Processing Periodic Table Generator

Click Demo https://www.innerdoc.com/periodic-table-demo/

The idea of this periodic table generator is to create a blog about the periodic table of natural language processing tasks. With the help of Streamlit and inspired by this Bokeh library example, it has become a dynamic creator that can be customized based on your periodic table!

Da Deng’s role was merely to localize it into Chinese without any new innovations in layout styling, so it seems to have become a bit uglier after localization.

Download

Click to download the periodic-table-creator project zip file

https://hidadeng.github.io/blog/periodic-table-creator/periodic-table-creator.zip

Now all the code is stored in the blog, interested friends can bookmark the blog address https://hidadeng.github.io

Below is an example of a customized task periodic table. In this case: for natural language processing tasks!

Install & Run

Open the command line (terminal),

pip3 install streamlit==1.8.1
pip3 install bokeh==2.4.1


# Switch to the project folder periodic-table-creator
cd periodic-table-creator

# Run streamlit
streamlit run periodic_table_creator.py

At this point, the command line will show

Click the link corresponding to Local URL, or copy and paste the link into the browser to access it.

Import Data

Creating your unique task periodic table requires importing free CSV data. You can [click here] (periodic-table-creator/periodic_nlp.csv) to download and view the data format, or during the case run, click the “Edit CSV text” button to view the sample data format.

• Table character names (column names): atomicnumber;group;period;symbol;elementname;groupname;color;url;excerpt
• The CSV file uses a separator in English format: ; or ,
• The CSV file uses UTF-8 encoding