MachineLearning

Different Machine Learning Algorithms implementations can be found here using Python 3.x.

Name		Name	Last commit message	Last commit date
Latest commit History 38 Commits
Bag_of_Words(BoW)_and_TF_IDF.ipynb		Bag_of_Words(BoW)_and_TF_IDF.ipynb
Decision Trees Dataset.7z		Decision Trees Dataset.7z
Decision_Trees.ipynb		Decision_Trees.ipynb
Gradient_Descent_Optimization.ipynb		Gradient_Descent_Optimization.ipynb
Handling_Missing_Data.ipynb		Handling_Missing_Data.ipynb
ID3_Decision_Tree.ipynb		ID3_Decision_Tree.ipynb
KMeans_Clustering.ipynb		KMeans_Clustering.ipynb
KNN_Classification_on_IRIS.ipynb		KNN_Classification_on_IRIS.ipynb
LICENSE		LICENSE
LSE_based_Linear_Regression_and_Regularization.ipynb		LSE_based_Linear_Regression_and_Regularization.ipynb
LogisticRegression.ipynb		LogisticRegression.ipynb
MultiClass_Logistic_Regression_MNIST.ipynb		MultiClass_Logistic_Regression_MNIST.ipynb
Naive_Bayes_Classifier.ipynb		Naive_Bayes_Classifier.ipynb
PCA.ipynb		PCA.ipynb
README.md		README.md
Ridge_and_Lasso_Regression.ipynb		Ridge_and_Lasso_Regression.ipynb
Singular_Valued_Decomposition.ipynb		Singular_Valued_Decomposition.ipynb
Soft_Linear_SVM.ipynb		Soft_Linear_SVM.ipynb
Text.xlsx		Text.xlsx
Weather Dataset.7z		Weather Dataset.7z
melbourne.csv		melbourne.csv
rapids_on_colab.ipynb		rapids_on_colab.ipynb

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