INSTALLATION

Anaconda

condia install kaggledatasets

Pip

pip install kaggledatasets

Source

# get the kaggledatasets source
git clone --recursive https://github.com/kaggledatasets/kaggledatasets
cd kaggledatasets

# install the dependencies
pip install -r requirements.txt

# install kaggledatasets
python setup.py install

CONFIGURATION

This package uses Kaggle API. API Credentials Guide available here or you can follow below given steps:

• Sign up for a Kaggle account at https://www.kaggle.com
• Then go to the Account tab of your user profile (https://www.kaggle.com/<username>/account) and select Create API Token
• This will trigger the download of kaggle.json, a file containing your API credentials
• Setting up kaggle.json:
• Linux/macOS:
  Place this file in the location ~/.kaggle/kaggle.json
  For your security, ensure that other users of your computer do not have read access to your credentials. You can do this with the following command:
  chmod 600 ~/.kaggle/kaggle.json
• Windows:
  Place this file in the location C:\Users\<Windows-username>\.kaggle\kaggle.json

USAGE

import kaggledatasets as kd

heart_disease = kd.structured.HeartDiseaseUCI(download=True)

# Returns the pandas data frame to be used in Scikit Learn or any other framework
df = heart_disease.data_frame()

# Returns the tensorflow dataset type compatible with TF 2.0
dataset = heart_disease.load()
for batch, label in dataset.take(1):
    for key, value in batch.items():
        ...