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searchindex.js
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Search.setIndex({docnames:["1.1 Introduction to Numpy","1.2 Introduction to Matplotlib","1.3 Introduction to Pandas","11. Imbalanced Dataset","12. PCA","2. KNN","3.1 Linear Regression","3.2 Multi-Variate Regression","3.3 MLE - Linear Regression","3.4 GLM - Linear Regression","4. Gradient Descent","5.1 Logistic Regression","5.2 Maximum Likelihood Estimation and Implementation","6. Decision Trees","7. Ensemble","9.1 Naive Bayes","9.2 Multinomial Naive Bayes","About the Authors","intro"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":4,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.intersphinx":1,sphinx:56},filenames:["1.1 Introduction to Numpy.ipynb","1.2 Introduction to Matplotlib.ipynb","1.3 Introduction to Pandas.ipynb","11. Imbalanced Dataset.ipynb","12. PCA.ipynb","2. 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