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Justus-coded / GridSearchCV.py
Last active December 5, 2020 17:01
Hyperparameter tuning using Grid Search
#import libraries
from sklearn import datasets
from catboost import CatBoostClassifier
from sklearn.model_selection import GridSearchCV
# load data
cancer = datasets.load_breast_cancer()
# target
y = cancer.target
@Justus-coded
Justus-coded / RandomizedSearchCV.py
Created December 5, 2020 17:13
Hyperparameter tuning using RandomizedSearchCV
#Import libraries
import numpy as np
from scipy.stats import randint
from catboost import CatBoostClassifier
from sklearn.model_selection import RandomizedSearchCV
# load data
cancer = datasets.load_breast_cancer()
# target
@Justus-coded
Justus-coded / colab.py
Created December 21, 2020 03:36
Installing a module permanently in Google colab
import os, sys
from google.colab import drive
drive.mount('/content/gdrive')
#create a path to save the module
nb_path = '/content/notebooks'
os.symlink('/content/gdrive/My Drive/Colab Notebooks', nb_path)
sys.path.insert(0, nb_path)