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jainaman224 / Algo_Ds_Notes

A comprehensive resource for learning and implementing algorithms and data structures. This repository includes detailed notes, complexity analysis, and code examples in C++, Java, Python, and more. Ideal for students, professionals, and those preparing for coding interviews.
GNU General Public License v3.0
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Wish to add Python based scratch implementations of PCA, Decision Tree and KNN algorithms to Algo_Ds_Notes/Machine Learning #1583

Open BALaka-18 opened 4 years ago

BALaka-18 commented 4 years ago

I wish to contribute the following:

  1. Implementing Principal Component Analysis(PCA) from scratch
  2. Implementing Decision Tree algorithm(finding best split based on entropy and Gini indexing) from scratch
  3. Implementing K Nearest Neighbors(KNN) algorithm from scratch

I will also add proper visualization(if needed), documentation, code comments to explain logic. Will also add README files

raghav-dalmia commented 4 years ago

start working on it!!