The repository contains two different exercises. One, where we trained a Model with an Excel Sheet. The goal was to build functions that performed Feed Forward and Back Propagation based on a simple Neural Network architecture. More details on how we performed all the activities with respect to training a model on excel is available in this link. The other where we trained a model on MNIST data. We trained a total of 60 neural networks having the goal to understand how each concept that we know affect during the training of a neural network. More details of this is available in this link.
Access links easily:
- Training a Neural Network in an excel sheet
- Training MNIST Network to achieve 99.4% validation accuracy
[Equal contribution from everyone :)]
- Syed Abdul Khader
- Kushal Gandhi
- Varsha Raveendran
- Kaustubh Harapanahalli