[Feat] : Implement SGD with Momentum (SGDM) #34
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Merge test branch into main
Updated README to reflect actual implementation status
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This PR enhances the existing SGD optimiser by adding support for a momentum term, effectively upgrading it to SGDM. This is a standard optimisation technique that helps accelerate convergence and navigate complex loss landscapes more smoothly.
The step function is updated to use the standard momentum update rule: