Module to facilitate the integration of a sklearn training pipeline into a deploy and retraining system
pip install gpam_training
First of all, it is needed to have in memory a dataframe from pandas. The csv must be in the following format:
process_id,page_text_extract,tema 1,Lorem ipsum dolor sit amet,1 2,Lorem ipsum dolor sit amet,2 2,Lorem ipsum dolor sit amet,3 42,Lorem ipsum dolor sit amet,2
To train the model, do as shown bellow:
from gpam_training import MultilabelTraining
import pandas as pd
df = pd.read_csv('example.csv')
model = MultilabelTraining(df)
model.train()
To dump a pickle file with the trained model, do the following:
model_pickle = model.get_pickle()