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8 search results found

Optimizer Visualization ⭐ 101

Visualize Tensorflow's optimizers.

Cs F425_deep Learning ⭐ 89

CS F425 Deep Learning course at BITS Pilani (Goa Campus)

Svhn Cnn ⭐ 40

Google Street View House Number(SVHN) Dataset, and classifying them through CNN

PyTorch/Tensorflow solutions for Stanford's CS231n: "CNNs for Visual Recognition"

Adasoptimizer ⭐ 33

ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance

Ml Optimizers Jax ⭐ 23

Toy implementations of some popular ML optimizers using Python/JAX

Gradient Descent Algorithms ⭐ 19

A collection of various gradient descent algorithms implemented in Python from scratch

Machinelearning ⭐ 13

From linear regression towards neural networks...

Nadir is a library of bleeding-edge optimisers built for speed and functionality in PyTorch for researchers 💙

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