Skip to content

notebooks

Directory actions

More options

Directory actions

More options

Latest commit

 

History

History

notebooks

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
NYCTaxi-E2E-Demo
NYCTaxi-E2E-Demo
 
 
data
data
 
 
ElasticNet.ipynb
ElasticNet.ipynb
 
 
README.md
README.md
 
 
daal4py_data_science.ipynb
daal4py_data_science.ipynb
 
 
dbscan.ipynb
dbscan.ipynb
 
 
kmeans.ipynb
kmeans.ipynb
 
 
knn_mnist.ipynb
knn_mnist.ipynb
 
 
lasso_regression.ipynb
lasso_regression.ipynb
 
 
linear_regression.ipynb
linear_regression.ipynb
 
 
logistictic_regression_cifar.ipynb
logistictic_regression_cifar.ipynb
 
 
nusvr_medical_charges.ipynb
nusvr_medical_charges.ipynb
 
 
random_forest_rain.ipynb
random_forest_rain.ipynb
 
 
random_forest_yolanda.ipynb
random_forest_yolanda.ipynb
 
 
ridge_regression.ipynb
ridge_regression.ipynb
 
 
ridge_regression_bike_sharing.ipynb
ridge_regression_bike_sharing.ipynb
 
 
ridge_regression_fraud_detection.ipynb
ridge_regression_fraud_detection.ipynb
 
 
ridge_regression_higgs.ipynb
ridge_regression_higgs.ipynb
 
 
svc_adult.ipynb
svc_adult.ipynb
 
 
tsne.ipynb
tsne.ipynb
 
 

README.md

🐍 Extension for Scikit-learn* notebooks

This folder contains examples of python notebooks that use Extension for Scikit-learn for popular datasets.

🚀 Jupyter startup guide

You can use python notebooks with the help of Jupyter* notebook to run the following files:

conda install -c conda-forge notebook scikit-learn-intelex

or

pip install notebook scikit-learn-intelex

Run Jupyter after installation:

jupyter notebook --notebook-dir=./ --ip=* --no-browser

📝 Table of contents

Algorithm Workload Task Notebook Scikit-learn estimator
LogisticRegression CIFAR-100 Сlassification View source on GitHub sklearn.linear_model.LogisticRegression
SVC Adult Сlassification View source on GitHub sklearn.svm.SVC
KNeighborsClassifier MNIST Сlassification View source on GitHub sklearn.neighbors.KNeighborsClassifier
RandomForestClassifier Rain in Australia Classification View source on GitHub sklearn.ensemble.RandomForestClassifier
NuSVR Medical charges Regression View source on GitHub sklearn.svm.NuSVR
RandomForestRegressor Yolanda Regression View source on GitHub sklearn.ensemble.RandomForestRegressor
Ridge Airlines DepDelay Regression View source on GitHub sklearn.linear_model.Ridge
Ridge New York City Bike Share Regression View source on GitHub sklearn.linear_model.Ridge
Ridge IEEE-CIS Fraud Detection Regression View source on GitHub sklearn.linear_model.Ridge
Ridge Higgs Regression View source on GitHub sklearn.linear_model.Ridge
ElasticNet Airlines DepDelay Regression View source on GitHub sklearn.linear_model.ElasticNet
Lasso YearPredictionMSD Regression View source on GitHub sklearn.linear_model.Lasso
Linear Regression YearPredictionMSD Regression View source on GitHub sklearn.linear_model.LinearRegression
KMeans Spoken arabic digit Clustering View source on GitHub sklearn.cluster.KMeans
DBSCAN Spoken arabic digit Clustering View source on GitHub sklearn.cluster.DBSCAN