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@BITS-Periodical-Society @elliptigon @MSP-BITS-Pilani @TRAC-BITS-PILANI @bitsphyassoc

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sbalan7/README.md

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

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  1. ML-and-Stats Public

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

    Jupyter Notebook 2

  2. LearningDeepLearning Public

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

    Jupyter Notebook 1

  3. charting-Gaia Public

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

    Python 1

  4. SIR-frontend Public

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

    Python

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April 2025

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