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The_evolution_of_gradient_descent ⭐ 60

This is the code for "The Evolution of Gradient Descent" by Siraj Raval on Youtube

A comparasion among different variant of gradient descent algorithm

Gradientgenerator ⭐ 18

A Unity script to generate multiple variants of evenly distributed `Gradient` based on input `AnimationCurve`.

Gradientdescent_implementation ⭐ 8

Implement different variants of gradient descent in python using numpy

Svrg Pytorch ⭐ 7

Implementation of an efficient variant of SVRG that relies on mini-batching implemented in Pytorch

Gradient Descent Variants ⭐ 6

My implementation of Batch, Stochastic & Mini-Batch Gradient Descent Algorithm using Python

Convex optimizers for LASSO, including subgradient, project gradient, proximal gradient, smooth method, lagrangian method and stochastic gradient descent variants.

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