Machine Learning Algorithms From Scratch
Implementing machine learning algorithms from scratch.
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Machine-Learning-Algorithms-from-Scratch
Implementing machine learning algorithms from scratch.
Algorithms implemented so far:
-
Simple Linear Regression.
Dataset: Stock data from Quandl -
Logistic Regression.
Dataset: Stanford ML course dataset -
Naive Bayes Classifier.
Dataset: Email spam/non-span -
Decision Trees
-
K Nearest Neighbours.
K Nearest Neighbours in Parallel.
Dataset: Chronic Kidney disease data from UCI -
A-Star Algorithm
-
K Means Clustering.
K Means Clustering in Parallel.
Dataset: IPL player stats norm data -
Support Vector Machine
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Python
Machine Learning
Algorithms
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Machine Learning Algorithms
Unsupervised Learning
Supervised Learning