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Implementation of some of the most used Clustering Algorithms from scratch in Python (only using Numpy).
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- ## MeanShift
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+ * ## MeanShift
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### Generated Data
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![ ] ( MeanShift/results/0*generated_data.jpg )
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### Actual Cluster Centers
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![ ] ( MeanShift/results/2*cluster_centers.jpg )
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- ### Initialization of Predicted Cluster Centers
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- ![ ] ( MeanShift/results/1*progress_0000_initialization_of_cluster_centers.jpg )
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+ ### Predicting Cluster Centers
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- ### Predicted Cluster Centers after 2nd Iteration
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- ![ ] ( MeanShift/results/1*progress_0002_cluster_centers .jpg )
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+ * #### Initialization of Predicted Cluster Centers
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+ ![ ] ( MeanShift/results/1*progress_0000_initialization_of_cluster_centers .jpg )
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- ### Predicted Cluster Centers after 4th Iteration
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- ![ ] ( MeanShift/results/1*progress_0004_cluster_centers .jpg )
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+ * #### Predicted Cluster Centers after 2nd Iteration
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+ ![ ] ( MeanShift/results/1*progress_0002_cluster_centers .jpg )
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- ### Predicted Cluster Centers after 6th Iteration
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- ![ ] ( MeanShift/results/1*progress_0006_cluster_centers.jpg )
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+ * #### Predicted Cluster Centers after 4th Iteration
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+ ![ ] ( MeanShift/results/1*progress_0004_cluster_centers.jpg )
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+ * #### Predicted Cluster Centers after 6th Iteration
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+ ![ ] ( MeanShift/results/1*progress_0006_cluster_centers.jpg )
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### Result
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![ ] ( MeanShift/results/3*meanShift_result.jpg )
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+ * ## xyz ALgo
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