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7 search results found

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

Deep Learning Optimization Algorithms ⭐ 37

Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.

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

Hypergradient_variants ⭐ 16

Improved Hypergradient optimizers, providing better generalization and faster convergence.

Gradientdescent_implementation ⭐ 8

Implement different variants of gradient descent in python using numpy

Multilabel Image Classification Using Contractive Autoencoder ⭐ 5

Implementing contractive auto encoder for encoding cloud images and using that encoding for multi label image classification

Gradient Descent ⭐ 5

A research project on enhancing gradient optimization methods

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