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1. BPE_for_Indian_Language_Corpus BPE_for_Indian_Language_Corpus Public

   This repository contains the code for BPE algorithm written specifically for an Indian language.

   Jupyter Notebook

2. CNN_on_CIFAR10 CNN_on_CIFAR10 Public

   Training a Convolutional Neural Network on the CIFAR10 dataset, leveraging techniques like Dilation, strided convolution, Depthwise Separable Convolutions, GAP & other augmentation strategies.

   Jupyter Notebook

3. ERA_TSAI_Assignment7 ERA_TSAI_Assignment7 Public

   Using the MNIST dataset, progressively develop three CNN models, to finally have a model that has a stable >99.4 % accuracy over the test set.

   Jupyter Notebook

4. MNIST_Classification_ERA_V3_S6 MNIST_Classification_ERA_V3_S6 Public

   Project implementing a Convolutional Neural Network (CNN) for classifying handwritten digits using the MNIST dataset. This project aims to reach 99.4% accuracy on the test set with less than 20k pa…

   Jupyter Notebook

5. mnist_classification_w_cicd mnist_classification_w_cicd Public

   CI/CD pipeline with automated testing for model trained on MNIST dataset

   Python