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atilsamancioglu
MachineLearningNotebooks
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1-SimpleLinearRegression.ipynb
1-SimpleLinearRegression.ipynb
1-studyhours.csv
1-studyhours.csv
10-SVMRegressor.ipynb
10-SVMRegressor.ipynb
10-diamonds.csv
10-diamonds.csv
11-NaiveBayesClassifier.ipynb
11-NaiveBayesClassifier.ipynb
11-iris.csv
11-iris.csv
12-KNNClassifierAndRegressor.ipynb
12-KNNClassifierAndRegressor.ipynb
12-health_risk_classification.csv
12-health_risk_classification.csv
12-house_energy_regression.csv
12-house_energy_regression.csv
13-DecisionTreeClassifier.ipynb
13-DecisionTreeClassifier.ipynb
13-car_evaluation.csv
13-car_evaluation.csv
14-RandomForestClassifier.ipynb
14-RandomForestClassifier.ipynb
14-income_evaluation.csv
14-income_evaluation.csv
15-RandomForestRegressor.ipynb
15-RandomForestRegressor.ipynb
15-gym_crowdedness.csv
15-gym_crowdedness.csv
16-AdaboostClassifier.ipynb
16-AdaboostClassifier.ipynb
16-diabetes.csv
16-diabetes.csv
17-AdaboostRegressor.ipynb
17-AdaboostRegressor.ipynb
17-cardekho.csv
17-cardekho.csv
18-GradientBoostingRegressor.ipynb
18-GradientBoostingRegressor.ipynb
18-concrete_data.csv
18-concrete_data.csv
19-GradientBoostingClassifier.ipynb
19-GradientBoostingClassifier.ipynb
19-heart.csv
19-heart.csv
2-MultipleLinearRegression.ipynb
2-MultipleLinearRegression.ipynb
2-multiplegradesdataset.csv
2-multiplegradesdataset.csv
20-XGBoostClassifier.ipynb
20-XGBoostClassifier.ipynb
20-digitalskysurvey.csv
20-digitalskysurvey.csv
21-XGBoostRegressor.ipynb
21-XGBoostRegressor.ipynb
21-housing.csv
21-housing.csv
22-LightGBMClassifier.ipynb
22-LightGBMClassifier.ipynb
23-Transformations.ipynb
23-Transformations.ipynb
23-boston.csv
23-boston.csv
24-LightGBMRegressor.ipynb
24-LightGBMRegressor.ipynb
24-medical_cost.csv
24-medical_cost.csv
25-PCADetailed.ipynb
25-PCADetailed.ipynb
25-PCAExample.ipynb
25-PCAExample.ipynb
26-KMeansClustering.ipynb
26-KMeansClustering.ipynb
26-customer_data.csv
26-customer_data.csv
27-HierarchicalClustering.ipynb
27-HierarchicalClustering.ipynb
27-mall_customers.csv
27-mall_customers.csv
28-HDBScan.ipynb
28-HDBScan.ipynb
28-urban_pedestrian_locations_with_labels.csv
28-urban_pedestrian_locations_with_labels.csv
29-CountryUnsupervised.ipynb
29-CountryUnsupervised.ipynb
29-country_data.csv
29-country_data.csv
3-PolynomialRegression.ipynb
3-PolynomialRegression.ipynb
3-customersatisfaction.csv
3-customersatisfaction.csv
3-newdatas.csv
3-newdatas.csv
30-SavingModels.ipynb
30-SavingModels.ipynb
30-diamond_model_complete.pkl
30-diamond_model_complete.pkl
30_testdatascaled.csv
30_testdatascaled.csv
31-AnomalyDetection.ipynb
31-AnomalyDetection.ipynb
4-Algerian_forest_fires_dataset.csv
4-Algerian_forest_fires_dataset.csv
4-RidgeLassoElasticNet.ipynb
4-RidgeLassoElasticNet.ipynb
5-RegressionDecision.ipynb
5-RegressionDecision.ipynb
5.1-ScalerDifferences.ipynb
5.1-ScalerDifferences.ipynb
5.1-scalerdata.csv
5.1-scalerdata.csv
6-LogisticRegressionIntro.ipynb
6-LogisticRegressionIntro.ipynb
6-bank_customers.csv
6-bank_customers.csv
7-LogisticRegressionMultiClass.ipynb
7-LogisticRegressionMultiClass.ipynb
7-cyber_attack_data.csv
7-cyber_attack_data.csv
8-LogisticRegressionAdvanced.ipynb
8-LogisticRegressionAdvanced.ipynb
8-fraud_detection.csv
8-fraud_detection.csv
9-SVMClassifier.ipynb
9-SVMClassifier.ipynb
9-email_classification_svm.csv
9-email_classification_svm.csv
9-loan_risk_svm.csv
9-loan_risk_svm.csv
9-seismic_activity_svm.csv
9-seismic_activity_svm.csv
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