Programming Assignment 1

Requirements

tensorflow numpy OpenCV2 sklearn matplotlib

Language used: Python 3

Instructions to Run

Data Management - Line Dataset Generation

To create the dataset run the command below:

$ python3 code.py 

Computational Graph Usage-Gravity Simulator

To find the final velocities and positions of the hundered particles, run the command below:

$ python3 particles_problem_tensorflow.py 

This will generate two files

• final_velocities.npy
• final_positions.npy

Layer API - A Simple Neural Network

• Command to run the model for MNIST dataset

$ python3 mnist_model.py

• Command to run the model for dataset of Lines generated

$ python3 line_model.py

Important Links

Github WebSite