A few Scikit Learn Datasets

Following is the list of a few datasets which comes with the scikit-learn (sklearn) library in Python:

1. Boston Housing Dataset

from sklearn.datasets import load_boston
# Load the dataset
boston = load_boston()
# Print the dataset description
print(boston.DESCR)
# Access the feature matrix
X = boston.data
# Access the target vector
y = boston.target


2. Iris Dataset

from sklearn.datasets import load_iris
# Load the Iris dataset
iris = load_iris()
# Print the data and target shape
print(f"Data shape: {iris.data.shape}")
print(f"Target shape: {iris.target.shape}")


3. Wine Dataset

from sklearn.datasets import load_wine
# Load wine dataset
wine_data = load_wine()
# Print the description of the dataset
print(wine_data.DESCR)

4. Breast Cancer Dataset

from sklearn.datasets import load_breast_cancer
# load breast cancer dataset
breast_cancer = load_breast_cancer()
# print dataset description
print(breast_cancer.DESCR)
# print dataset shape
print(breast_cancer.data.shape)


5. Diabetes Dataset

from sklearn import datasets
# Load the diabetes dataset
diabetes = datasets.load_diabetes()
# Print the feature names
print(diabetes.feature_names)
# Print the first 5 rows of the data
print(diabetes.data[:5])
# Print the target variable (i.e. disease progression)
print(diabetes.target)


6. Linnerud Dataset
7. OLS Dataset
8. 20 Newsgroups Dataset
9. Olivetti Faces Dataset
10. California Housing Dataset
11. Digits Dataset
12. Labeled Faces in the Wild Dataset
13. Sample Images Dataset
14. Random Sample Generator
15. Swiss Roll Dataset
16. S-Curve Dataset
17. Make Circles Dataset
18. Make Moons Dataset
19. Make Classification Dataset
20. Make Regression Dataset
21. Make Multilabel Classification Dataset
22. Make Blobs Dataset
23. Make Checkerboard Dataset
24. Make Fuzzy Circles Dataset
25. Make Fuzzy Moon Dataset
26. Make Hastie 10 2 Dataset
27. Make Classification Imbalanced Dataset
28. California Housing Prices Dataset
29. COIL-20 Dataset
30. Cover Type Dataset
31. Digits Dataset (Optical Recognition of Handwritten Digits)
32. Forest Cover Type Dataset
33. Internet Advertisements Dataset
34. Seeds Dataset
35. Titanic Dataset
36. Trains Dataset
37. Thyroid Disease Dataset
38. Multiple Features Dataset
39. Labeled Faces in the Wild (10 categories) Dataset
40. Boston Housing Prices Dataset