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 |
- DataManagement-LineDatasetGeneration
- ComputationalGraphUsage-GravitySimulator
- LayerAPI-ASimpleNeuralNetwork
- Foundations of Convolutional Neural Networks
- Multi-Head Classification
- Network Visualization through ways like heatmaps
- Localization Problem
- Pixelwise Image Segmentation
- Core Point Detection in Fingerprints
- Basic RNN
- Playing with RNNs
- Text Generation