Virginia Tech Fall 2019
Advanced Machine Learning Course Project
by Adheesh Juvekar, Kunal Joshi, Rahul Iyer
We aim to reproduce the research done by Diederik et al. in Adam1 paper. We are testing the results obtained by them on CIFAR dataset with a different CNN architecture. More details to be added.
Here's how you can setup and run this project
What things you need to install
Anaconda3 [recommended]
Python=3.5.x
Create virtual environment
conda env create -f environment.yml
or
conda create --name <env_name> python=3.5 --file requirements.txt
NOTE: Replace <env_name> with your choice of environment name or change name in environment.yml file if using .yml file.
Activate the environment
conda activate env_name
use amlproj as env_name if directly installed using .yml file.
python main.py