├── All Regression Check ├── Algerian Forest.pdf ├── Tips FE Automation │ ├── FE Automation.ipynb │ └── index.css └── index.php ├── Decision Tree ├── Carseats.csv ├── Decision Tree.ipynb ├── index.css └── index.php ├── Hyper Parameter Tuning ├── HyperParameter Tuning.pdf └── index.css ├── KNN ├── KNN.ipynb └── index.css ├── Linear Regression ├── LINEAR REGRESSION .pdf ├── Tv Ads Linear Regression.pdf ├── index.html └── tvmarketing.csv ├── Logistic Regression ├── Logistic Regression .pdf └── index.html ├── ML]]Preprocessing Automation ├── Heart Stroke Jup Notebook.ipynb ├── healthcare-dataset-stroke-data.csv └── index.html ├── Multi Linear Regression ├── Multi Linear Regressions ├── 50_Startups.csv ├── Startup Profits Prediction.ipynb └── index.php ├── PCA ├── PCA.ipynb └── index.php └── SVC ├── SVC - Jupyter Notebook.pdf ├── SVC.ipynb ├── Social_Network_Ads.csv └── index.php /All Regression Check/Algerian Forest.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/All Regression Check/Algerian Forest.pdf -------------------------------------------------------------------------------- /All Regression Check/Tips FE Automation/FE Automation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/All Regression Check/Tips FE Automation/FE Automation.ipynb -------------------------------------------------------------------------------- /All Regression Check/Tips FE Automation/index.css: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /All Regression Check/index.php: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Decision Tree/Carseats.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Decision Tree/Carseats.csv -------------------------------------------------------------------------------- /Decision Tree/Decision Tree.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Decision Tree/Decision Tree.ipynb -------------------------------------------------------------------------------- /Decision Tree/index.css: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Decision Tree/index.php: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Hyper Parameter Tuning/HyperParameter Tuning.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Hyper Parameter Tuning/HyperParameter Tuning.pdf -------------------------------------------------------------------------------- /Hyper Parameter Tuning/index.css: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /KNN/KNN.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/KNN/KNN.ipynb -------------------------------------------------------------------------------- /KNN/index.css: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Linear Regression/LINEAR REGRESSION .pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Linear Regression/LINEAR REGRESSION .pdf -------------------------------------------------------------------------------- /Linear Regression/Tv Ads Linear Regression.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Linear Regression/Tv Ads Linear Regression.pdf -------------------------------------------------------------------------------- /Linear Regression/index.html: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Linear Regression/tvmarketing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Linear Regression/tvmarketing.csv -------------------------------------------------------------------------------- /Logistic Regression/Logistic Regression .pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Logistic Regression/Logistic Regression .pdf -------------------------------------------------------------------------------- /Logistic Regression/index.html: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /ML]]Preprocessing Automation/Heart Stroke Jup Notebook.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/ML]]Preprocessing Automation/Heart Stroke Jup Notebook.ipynb -------------------------------------------------------------------------------- /ML]]Preprocessing Automation/healthcare-dataset-stroke-data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/ML]]Preprocessing Automation/healthcare-dataset-stroke-data.csv -------------------------------------------------------------------------------- /ML]]Preprocessing Automation/index.html: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Multi Linear Regression: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /Multi Linear Regressions/50_Startups.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Multi Linear Regressions/50_Startups.csv -------------------------------------------------------------------------------- /Multi Linear Regressions/Startup Profits Prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/Multi Linear Regressions/Startup Profits Prediction.ipynb -------------------------------------------------------------------------------- /Multi Linear Regressions/index.php: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /PCA/PCA.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/PCA/PCA.ipynb -------------------------------------------------------------------------------- /PCA/index.php: -------------------------------------------------------------------------------- 1 | 2 | -------------------------------------------------------------------------------- /SVC/SVC - Jupyter Notebook.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/SVC/SVC - Jupyter Notebook.pdf -------------------------------------------------------------------------------- /SVC/SVC.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/SVC/SVC.ipynb -------------------------------------------------------------------------------- /SVC/Social_Network_Ads.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/harshithvarmapothuri/ML-Algorithms/HEAD/SVC/Social_Network_Ads.csv -------------------------------------------------------------------------------- /SVC/index.php: -------------------------------------------------------------------------------- 1 | 2 | --------------------------------------------------------------------------------