repositorio para el proyecto del curso Inteligencia Artificial para las Ciencias e Ingenierías
Forest Cover Type Prediction - Use cartographic variables to classify forest categories
- Cuenta en la plataforma kaggle
- Token en formato .json para interactuar con la API de kaggle. What is Kaggle API Key? How to get my Kaggle Key?
#call API
!pip install kaggle
#upload kaggle token .json
from google.colab import files
files.upload()
Se puede subir el token mediante la opción desplegada de subida de archivos
#Make a directory named kaggle and copy the kaggle.json file there.
!mkdir -p ~/.kaggle
!cp kaggle.json ~/.kaggle/
# change the permission of the file
!chmod 600 ~/.kaggle/kaggle.json
#API from forest cover dataset
!kaggle competitions download -c forest-cover-type-prediction
#unzip files
file_name = 'forest-cover-type-prediction.zip' #the file is the dataset exact name
with ZipFile(file_name, 'r') as zip:
zip.extractall()
print('Done')
# .zip is now not necessary
!rm *.zip
#create DF from train
df_train = pd.read_csv('train.csv')
df_train.head()