Is there any way I can embed or any process to capture each of the row data turn into vector, or array number which is in shape (1,)?
My intention is to embed each of the rows information become something to representative input feature, so that I can convert 1x3 shape from DataFrame into 1. For example,
row [1,6,5] become =====> [2.178] //sample array number only, not necessary 2.178
row [1,10,3] become =====> [3.415] //sample array number only
row [1,12,5] become =====> [0.888] //sample array number only
Is that any libary available? or does my request make sense? Thank you in advance for your view.
To generate data sample,
# Import pandas library
import pandas as pd
# initialize list of lists
sample_dat = [[1, 10, 5], [1, 10, 3], [1, 12, 5]]
# Create the pandas DataFrame
sample_df = pd.DataFrame(sample_dat, columns = ['userId', 'movieId', 'rating'])