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My name is Madhav Menon and I am currently studying physics at the Technical University of Munich, Germany.

My git/repositories mainly consist of a variety of data science projects in areas I have interest in as well as to showcase different areas in computing I'm trying to develop.

I try to implement increasingly complex acceleration optimization algorithims as well as numerical approaches (Monte carlo methods/ Ising model .etc) to further improve my models.

The pursuit in endeavoring in these projects are purely out of interest and as a means to further develop my intuition about both data science and the field of its application.

Madhav Menon's Projects

exoplanet-search-project icon exoplanet-search-project

Dataset gained from Kaggle. Learning technique includes using a convolutional neural network along with preprocessing the data.

fermionic-homps icon fermionic-homps

Repository for getting numerical values for fermionic open quantum systems

hops icon hops

Python implementation of the Hierarchy of Pure States (HOPS) and Hierarchy of Matrix Product States (HOMPS) for simulating the time evolution of open non-Markovian quantum systems

madmen2 icon madmen2

Config files for my GitHub profile.

ml-problems- icon ml-problems-

Repository containing several machine learning projects

qasm icon qasm

Repository including all the lessons I had undergone for learning Qiskit documentation and different quantum algorithms

qiskit-terra icon qiskit-terra

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and algorithms.

quantum-inspired-algorithms icon quantum-inspired-algorithms

Quantum-inspired algorithms for linear algebra applications. The repository contains all source code used to generate results presented in "Practical performance of quantum-inspired algorithms for linear algebra".

sport-prediction-data-analysis icon sport-prediction-data-analysis

This project is an attempt by me to create an adaptive learning model to predict the future outcome with reliable certainty of football matches.

strawberryfields icon strawberryfields

Strawberry Fields is a full-stack Python library for designing, simulating, and optimizing continuous variable (CV) quantum optical circuits.

tau-lepton-decay-detection- icon tau-lepton-decay-detection-

This project is about using machine learning techniques to detect a certain type of decay that occurs from a Tau lepton reaction. The data is obtained from CERN

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