deepLearning

Assignment and Project for Deep Learning Course CS671 at IIT Mandi

Project - time to earthquake prediction using seismic data, this was the competition that was running on the kaggle (https://www.kaggle.com/c/LANL-Earthquake-Prediction).

Assignment Number	Problem Sheet Link
Assignment 1	Problem Sheet
Assignment 2	Problem Sheet
Assignment 3	Problem Sheet
Assignment 4	Problem Sheet

Assignment 1

• DataManagement-LineDatasetGeneration
• ComputationalGraphUsage-GravitySimulator
• LayerAPI-ASimpleNeuralNetwork

Assignment 2

• Foundations of Convolutional Neural Networks
• Multi-Head Classification
• Network Visualization through ways like heatmaps

Assignment 3

• Localization Problem
• Pixelwise Image Segmentation
• Core Point Detection in Fingerprints

Assignment 4

• Basic RNN
• Playing with RNNs
• Text Generation

Project

• Presentation
• Report