GitHub - VaishnaviSh14/MachineLearning-theory-assignments

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Name		Name	Last commit message	Last commit date
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Bagging and Boosting (1).ipynb		Bagging and Boosting (1).ipynb
Bagging and Boosting.ipynb		Bagging and Boosting.ipynb
Baye's theorm.ipynb		Baye's theorm.ipynb
Boosting.ipynb		Boosting.ipynb
Curse of dimensionality.ipynb		Curse of dimensionality.ipynb
Data_Encoding_Types_Ass.ipynb		Data_Encoding_Types_Ass.ipynb
Date_Interpolation.ipynb		Date_Interpolation.ipynb
Decision Trees.ipynb		Decision Trees.ipynb
Distance metric in KNN.ipynb		Distance metric in KNN.ipynb
Eigenvalues and Eigenvectors.ipynb		Eigenvalues and Eigenvectors.ipynb
Encoding_Techniques_ASS.ipynb		Encoding_Techniques_ASS.ipynb
Ensemble Techniques And Its Types.ipynb		Ensemble Techniques And Its Types.ipynb
FeatureSelection_Ass.ipynb		FeatureSelection_Ass.ipynb
Feature_Extraction_Assignment.ipynb		Feature_Extraction_Assignment.ipynb
Feature_Scaling.ipynb		Feature_Scaling.ipynb
Feature_engineering_basics (1).ipynb		Feature_engineering_basics (1).ipynb
Handling_Imbalance_Dataset.ipynb		Handling_Imbalance_Dataset.ipynb
Handling_outliers.ipynb		Handling_outliers.ipynb
Hierarchical clustering.ipynb		Hierarchical clustering.ipynb
K-means clustering.ipynb		K-means clustering.ipynb
KNN algorithm.ipynb		KNN algorithm.ipynb
Lasso_Regression.ipynb		Lasso_Regression.ipynb
Logistic Regression Assignment.ipynb		Logistic Regression Assignment.ipynb
MachineLearning_Basics (2).ipynb		MachineLearning_Basics (2).ipynb
Missing_values.ipynb		Missing_values.ipynb
One_Hot_Encoding.ipynb		One_Hot_Encoding.ipynb
Overfitting_Underfitting.ipynb		Overfitting_Underfitting.ipynb
PCA.ipynb		PCA.ipynb
Performance metrics.ipynb		Performance metrics.ipynb
RSquared_MAE_MSE_RMSE.ipynb		RSquared_MAE_MSE_RMSE.ipynb
Random Forest Regressor.ipynb		Random Forest Regressor.ipynb
Recall,precision,F1,ROC,AUC,Model Deployment.ipynb		Recall,precision,F1,ROC,AUC,Model Deployment.ipynb
Regression_Ass.ipynb		Regression_Ass.ipynb
Ridge_Regression.ipynb		Ridge_Regression.ipynb
SVM Ass.ipynb		SVM Ass.ipynb
SVM Assignment.ipynb		SVM Assignment.ipynb
SVM kernels.ipynb		SVM kernels.ipynb
Web Application.ipynb		Web Application.ipynb
_Elastic Net Regression.ipynb		_Elastic Net Regression.ipynb

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