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Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only

ML-Models-from-Scratch

Repo for ML Models built from scratch. Includes Linear and Logistic Regression, PCA, LDA etc

This code contains the traditional and simpole ML models built using numpy, pandas and python 3 only. There might be some issues but will be solved over time. Not the best of the models but gives good understanding of the problems and helps in deep understanding of the concepts.