mlp-scratch-numpy

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pythonandml / dlbook

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

python word2vec word-embeddings keras pytorch convolutional-neural-networks mlp backpropagation cnn-keras glove-embeddings cnn-classification fasttext-embeddings elmo-embedding mlp-scratch-numpy

Updated Jan 16, 2023
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Nishant1998 / CIFAR-10_Image_Classification

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This project implements a Multi-Layer Perceptron (MLP) for classifying images from the CIFAR-10 dataset. It includes data augmentation, feature extraction using a pre-trained ResNet18, and MLP training from scratch with backpropagation. The project is part of CS776 Computer Vision Assignment 1.

computer-vision mlp scratch-implementation cifer10 mlp-scratch-numpy

Updated Aug 23, 2025
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