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followers: 28.0 following: 20.0 repos: 18.0 gists: 0.0

Name: Shanmugha Balan

Type: User

Company: BITS Pilani, Pilani Campus

Bio: Watching models train

Twitter: geodesichiker

Location: Chennai, India

Blog: sbalan7.github.io

Hello there!

I'm Shanmugha Balan, a student at BITS Pilani, Pilani Campus dual majoring in physics and electronics. My primary research areas are solar physics and stellar astrophysics. I also work on signal and image processing, communication systems and radio astronomy.

To get in touch with me:

Personal website | Email

Some of my cooler stuff:

A computational biology project with graph theory using NetworkX and python - RSIC - 2018

A frontend to help run the SIR code and perform simulation runs with it more easily - SIR frontend

Learning Material:

Deep Learning from deeplearning.ai on Coursera - Notes | Jupyter Notebooks

Machine Learning with scikit-learn - Notes | Code

Shanmugha Balan's Projects

asteroid-safety

Determining if an asteroid is potentially hazardous or not with ML. Dataset from NASA.

cassiope-seu-detection

SEU detection for the CASSIOPE satellite

cat-dog-classifier

A simple tensorflow learning project involving a dataset from Kaggle.

charting-gaia

Using Gaia data to make some plots for open clusters to identify interesting ones for further research.

convnets

A set of fun programs with applications of Convolutional Neural Networks

covid-data

Some graph making with COVID-19 data from multiple datasets online.

cs50

All my cs50 related work.

hcl-hack-iitk-2020

Code for the HCL Cyber Security Hackathon by IIT Kanpur C3i Hub

learningdeeplearning

All my notes/python notebooks from a variety of courses for deep learning

ml-and-stats

A repo with some code examples for my machine learning notes with a fair bit of statistics

ml-glossary

Machine learning glossary

mnist-in-tensorflow

A tensorflow learning project with the MNIST dataset from keras.

rsic-2018

Computational Biology Project - Analyze metabolic pathways in pathogens using graph theory

sbalan7

sbalan7.github.io

My personal website

sir-frontend

A Python frontend for the SIR code to synthesise and invert spectropolarimetric profiles.

traffic-sign-classifier

A traffic sign classifier with a GUI

xraydenoising

Applying denoising algorithms on NASA's Chandra data

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