A flexible simple library that makes it easier to use the extrememly popular pandas package with the other extremely popular framework PyTorch.
Project description
PandaTorch
A flexible simple library that makes it easier to use the extrememly popular pandas package with the other extremely popular framework PyTorch.
Functions
- Converts a Pandas DataFrame into a usable PyTorch dataset.
- Allows use of all usual Pandas functions
Usage
import pandas as pd
from pandatorch import data
df=pd.read_csv("path_to_dataset")
torch_df=data.DataFrame(X=df.drop("<Target Column>",axis=1),y=df["<Target Column>"])
Note: Check out the notebooks folder for a full end-to-end training example of a tabular dataset using PandaTorch
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pandatorch-1.0.5.tar.gz
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