[BUG]: How do we show the pycaret.anomaly.plot_model(model, plot = 'tsne') in production code in a frontend of website?

[revanks]

pycaret version checks

• [X] I have checked that this issue has not already been reported here.

• [X] I have confirmed this bug exists on the latest version of pycaret.

• [X] I have confirmed this bug exists on the develop branch of pycaret (pip install -U git+https://github.com/pycaret/pycaret.git@develop).

Issue Description

In Pycaret Anomaly module we are able to plot **tsne** plots in jupyter notebook, but in case production code I also need to show same tsne plots in frontend of website. I think this feature available in Streamlit, but I am using FastAPI framework. Is there any way to get these plots please let me know. Thanks

from pycaret.datasets import get_data anomaly = get_data('anomaly') from pycaret.anomaly import * exp_name = setup(data = anomaly) knn = create_model('knn') plot_model(knn, plot = 'tsne')

Reproducible Example

from pycaret.datasets import get_data
anomaly = get_data('anomaly')
from pycaret.anomaly import *
exp_name = setup(data = anomaly)
knn = create_model('knn')
plot_model(knn, plot = 'tsne')

Expected Behavior

from pycaret.datasets import get_data anomaly = get_data('anomaly') from pycaret.anomaly import * exp_name = setup(data = anomaly) knn = create_model('knn') plot_model(knn, plot = 'tsne')

Actual Results

from pycaret.datasets import get_data
anomaly = get_data('anomaly')
from pycaret.anomaly import *
exp_name = setup(data = anomaly)
knn = create_model('knn')
plot_model(knn, plot = 'tsne')

Installed Versions

python 3.8

[moezali1]

@revanks You can use the save parameter to save the image and then load it whereever you want. If you are using streamlit as front-end, easier way is to set display_format='streamlit'.