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This repo contains basic machine learning algorithm implementations in Python.

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ParthMandaliya/machine-learning

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.ipynb_checkpoints
.ipynb_checkpoints
 
 
Loan_Defaulter_Kaggle
Loan_Defaulter_Kaggle
 
 
exploratory-data-analysis
exploratory-data-analysis
 
 
normal_equation
normal_equation
 
 
README.md
README.md
 
 
binary_classification_with_logistic_regression_and_pca_sklearn_breast_cancer_dataset.ipynb
binary_classification_with_logistic_regression_and_pca_sklearn_breast_cancer_dataset.ipynb
 
 
binary_classification_with_logistic_regression_and_sklearn_breast_cancer_dataset.ipynb
binary_classification_with_logistic_regression_and_sklearn_breast_cancer_dataset.ipynb
 
 
binary_classification_with_perceptron_sklearn_breast_cancer_dataset.ipynb
binary_classification_with_perceptron_sklearn_breast_cancer_dataset.ipynb
 
 
canada_per_capita_income.csv
canada_per_capita_income.csv
 
 
ex1data1.csv
ex1data1.csv
 
 
ex1data2.csv
ex1data2.csv
 
 
hiring.csv
hiring.csv
 
 
lasso_l1_and_ridge_l2_regularization_binary_logistic_regression_sklearn_breast_cancer_dataset_standard_scaler.ipynb
lasso_l1_and_ridge_l2_regularization_binary_logistic_regression_sklearn_breast_cancer_dataset_standard_scaler.ipynb
 
 
lasso_l1_and_ridge_l2_regularization_multivariate_linear_regression_sklearn_boston_housing_dataset.ipynb
lasso_l1_and_ridge_l2_regularization_multivariate_linear_regression_sklearn_boston_housing_dataset.ipynb
 
 
mlpclassifier_sklearn_iris_dataset.ipynb
mlpclassifier_sklearn_iris_dataset.ipynb
 
 
multivariate_linear_regression-salary.ipynb
multivariate_linear_regression-salary.ipynb
 
 
multivariate_linear_regression.ipynb
multivariate_linear_regression.ipynb
 
 
multivariate_linear_regression_sklearn_boston_housing_dataset_standard_scaler.ipynb
multivariate_linear_regression_sklearn_boston_housing_dataset_standard_scaler.ipynb
 
 
normal_equation.ipynb
normal_equation.ipynb
 
 
requirements.txt
requirements.txt
 
 
univariate_linear_regression.ipynb
univariate_linear_regression.ipynb
 
 
univariate_linear_regression_sklearn_boston_housing_dataset.ipynb
univariate_linear_regression_sklearn_boston_housing_dataset.ipynb
 
 

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machine-learning

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This repo contains basic machine learning algorithm implementations in Python.

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