Machine-Learning-Braindump

This Repository contains all the materials I use on Studying about Machine Learning, Mathematics & Algorithms of ML, Various Models and Projects I use and make

Name		Name	Last commit message	Last commit date
.ipynb_checkpoints		.ipynb_checkpoints
ML_Algorithms_By_Scratch_in_CPP		ML_Algorithms_By_Scratch_in_CPP
AdaBoost.ipynb		AdaBoost.ipynb
BostonHousing.csv		BostonHousing.csv
DBSCAN.ipynb		DBSCAN.ipynb
Decision_Tree_2.ipynb		Decision_Tree_2.ipynb
Essential Math for Machine Learning.pdf		Essential Math for Machine Learning.pdf
Iris.csv		Iris.csv
KNN.ipynb		KNN.ipynb
NaiveBayes.ipynb		NaiveBayes.ipynb
PlayTennis.csv		PlayTennis.csv
README.md		README.md
Social_Network_Ads.csv		Social_Network_Ads.csv
StackingEnsemble.ipynb		StackingEnsemble.ipynb
bagging_ensemble.ipynb		bagging_ensemble.ipynb
cars.csv		cars.csv
classification_metrics.ipynb		classification_metrics.ipynb
comparision_wrt_Ada.ipynb		comparision_wrt_Ada.ipynb
database.sqlite		database.sqlite
decision_trees.ipynb		decision_trees.ipynb
gradient_boosting.ipynb		gradient_boosting.ipynb
gradient_descent.ipynb		gradient_descent.ipynb
heart.csv		heart.csv
heart_disease_uci.csv		heart_disease_uci.csv
kmeans_clust.ipynb		kmeans_clust.ipynb
linear_regression.ipynb		linear_regression.ipynb
logistic_regression.ipynb		logistic_regression.ipynb
multiple_linear_reg.ipynb		multiple_linear_reg.ipynb
placement.csv		placement.csv
polynomial_regression.ipynb		polynomial_regression.ipynb
random_forest.ipynb		random_forest.ipynb
ridge_regression.ipynb		ridge_regression.ipynb
student_clustering.csv		student_clustering.csv
t10k-images.idx3-ubyte		t10k-images.idx3-ubyte
t10k-labels.idx1-ubyte		t10k-labels.idx1-ubyte
test.json		test.json
train-images.idx3-ubyte		train-images.idx3-ubyte
train-labels.idx1-ubyte		train-labels.idx1-ubyte
understanding_apis,json.ipynb		understanding_apis,json.ipynb
voting_ensemble.ipynb		voting_ensemble.ipynb
xgboost.ipynb		xgboost.ipynb

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