SMAI Project - Neural Nearest Neighbors Networks

Project for Statistical Methods in AI, course CS7.403 at IIIT Hyderabad. Team details are as follows

Project Name: Neural Nearest Neighbors Networks
Project Number: 1
Team Name: Chaos
Team Number: 28

Team members are listed below (ascending name)

Name	Roll. No.	E-Mail	GitHub ID
Aman Kumar Singh	2018102025	[email protected]	ParaB0Y
Avneesh Mishra	2021701032	[email protected]	TheProjectsGuy
Jhansi Mallela	2021802001	[email protected]	jhansimallela
Nayan Anand	2021701014	[email protected]	nayanjha16

The team proposal can be found in Proposal.pdf file.

Table of contents

• SMAI Project - Neural Nearest Neighbors Networks
  • Table of contents
  • Setup
    • Python environment
  • Contents

Setup

Python environment

Tensorflow CPU can be set up using the simple install instructions on tensorflow website. To check out GPU instructions for Windows, see the file TensorFlow_Windows_GPU_Setup.md. For Anaconda environment, check the file conda-environment.yml.

Contents

The contents of this folder are listed below

Item	Description
Papers	Papers used in this project (as a reference)
Data Loaders	Loaders for the datasets used in this repository
Pipelines	Useful data pipelines that handle processing
Models	The models used in this repository

Additionally, the repository also contains the following

Item	Description
Helpful Snippets.md	Some snippets for reference

The following is being worked upon

Item	Description
N3Net	N3Net with DnCNN