ML_algos_using_scikit

This Repo Contains Implementation some popular machine learning algorithms using "Scikit learn " library

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
01_data_preprocessing_tools.ipynb		01_data_preprocessing_tools.ipynb
02_simple_linear_regression.ipynb		02_simple_linear_regression.ipynb
03_multiple_linear_regression.ipynb		03_multiple_linear_regression.ipynb
04_polynomial_regression.ipynb		04_polynomial_regression.ipynb
05_support_vector_regression.ipynb		05_support_vector_regression.ipynb
06_decision_tree_regression.ipynb		06_decision_tree_regression.ipynb
07_random_forest_regression.ipynb		07_random_forest_regression.ipynb
08_logistic_regression.ipynb		08_logistic_regression.ipynb
09_k_nearest_neighbors.ipynb		09_k_nearest_neighbors.ipynb
10_support_vector_machine.ipynb		10_support_vector_machine.ipynb
11_kernel_svm.ipynb		11_kernel_svm.ipynb
12_naive_bayes.ipynb		12_naive_bayes.ipynb
13_decision_tree_classification.ipynb		13_decision_tree_classification.ipynb
14_random_forest_classification.ipynb		14_random_forest_classification.ipynb
15_k_means_clustering.ipynb		15_k_means_clustering.ipynb
16_hierarchical_clustering.ipynb		16_hierarchical_clustering.ipynb
17_apriori.ipynb		17_apriori.ipynb
18_eclat.ipynb		18_eclat.ipynb
19_upper_confidence_bound.ipynb		19_upper_confidence_bound.ipynb
20_thompson_sampling.ipynb		20_thompson_sampling.ipynb
21_natural_language_processing.ipynb		21_natural_language_processing.ipynb
22_artificial_neural_network.ipynb		22_artificial_neural_network.ipynb
24_principal_component_analysis.ipynb		24_principal_component_analysis.ipynb
25_linear_discriminant_analysis.ipynb		25_linear_discriminant_analysis.ipynb
26_kernel_pca.ipynb		26_kernel_pca.ipynb
27_grid_search.ipynb		27_grid_search.ipynb
28_k_fold_cross_validation.ipynb		28_k_fold_cross_validation.ipynb
29_xg_boost.ipynb		29_xg_boost.ipynb
50_Startups.csv		50_Startups.csv
Ads_CTR_Optimisation.csv		Ads_CTR_Optimisation.csv
Churn_Modelling.csv		Churn_Modelling.csv
Data.csv		Data.csv
Data_xg_boost.csv		Data_xg_boost.csv
Mall_Customers.csv		Mall_Customers.csv
Market_Basket_Optimisation.csv		Market_Basket_Optimisation.csv
Position_Salaries.csv		Position_Salaries.csv
README.md		README.md
Restaurant_Reviews.tsv		Restaurant_Reviews.tsv
Salary_Data.csv		Salary_Data.csv
Social_Network_Ads.csv		Social_Network_Ads.csv
Wine.csv		Wine.csv

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