NNPong

This is our Final Project for our Big Data Class in Second Semister in Lambton College. In this project we learn about Nural Network and see how the change in the Number of Nurons and learning rate effects rate of learning. We note the time taken for reaching a Treshold value while the execution of the Program.

This base program is taken from the user karpathy and the Program - pg-pong.py. After that made modifications nescesary for the requirements

Link to All Branches

• Main

Tests for Number of Nurons

• Test-1-N400
• Test-2-N800
• Test-3-N1600

Tests for Learning Rate

• Test-1-LR1e-3
• Test-2-LR1e-2
• Test-3-LR1e-1

Getting Started

Environments used

• 3 Virtual Machines in Linode
• OS: Ubuntu OS(Linux)
• CPU: 4 Core
• RAM: 7.76 GB

Dependencies

• Python3
• My Python PIP(PIP List)

Installing

• Install the Python Packages needed for the program with following commands

foo@bar:~$ pip install -r pip_requirements

Executing program

• Run the code with the following command

foo@bar:~$ python3 pg-pong.py > Test1Output.txt

Authors

Contributors names and contact info

Linkedin: usnik-biswas

Acknowledgments

Inspiration, code snippets, etc.

• karpathy
• awesome-readme