Gradient_Descent_Variations

Implementations of Gradient Descent Variations as a Proof of Concept.

Vanilla GD, Mini-Batch GD, Stochastic GD, Momentum, NAG, AdaGrad, RMSProp and Adam.

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
.ipynb_checkpoints		.ipynb_checkpoints
GD Variants Batch - Mini-Batch - Stochastic.ipynb		GD Variants Batch - Mini-Batch - Stochastic.ipynb
Adagrad-RMSProp-Adam.ipynb		Adagrad-RMSProp-Adam.ipynb
GD Implementation for LR .ipynb		GD Implementation for LR .ipynb
Momentum - NAG.ipynb		Momentum - NAG.ipynb
MultipleLR.csv		MultipleLR.csv
README.md		README.md
RegData.csv		RegData.csv

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