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Eraraya Ricardo Muten's Projects

cern-qgan icon cern-qgan

A CERN openlab Summer Student Programme 2021 Project Repository. In this work, Quantum Generative Adversarial Networks are developed to simulate the ttH production processes in the LHC experiment.

congklak_game icon congklak_game

An environment to train reinforcement learning agents to play congklak. Congklak is a traditional strategy board games from Indonesia.

gvlab-research-internship icon gvlab-research-internship

A repository to save the works done during my research internship at Gentiane Venture's Laboratory, Tokyo Univ. of Agriculture and Technology, Japan.

ml-coursera-python-assignments icon ml-coursera-python-assignments

Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.

nightmode-exposure-fusion icon nightmode-exposure-fusion

Implementation of night mode photography algorithm utilizing histogram equalization, image registration, and Mertens exposure fusion.

qcnn-hep icon qcnn-hep

A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quantum Convolutional Neural Network (QCNN), in HEP events classification from particle image data. The code used in the research is wrapped as an open-source package to ease future research in this field.

qhack-2021-openproject icon qhack-2021-openproject

This project aims to use modified layerwise learning on data re-uploading classifier to classify events in HEP. The project won second place at Xanadu's QHack Quantum Machine Learning Open Hackathon 2021.

qhack-2021-solutions icon qhack-2021-solutions

This repo contains my team (Entangled_Nets) submission for the QHack 2021, a quantum machine learning hackathon.

qiskit-events icon qiskit-events

A repository to save codes created during/for Qiskit-related events by IBM Quantum.

qiskit-textbook icon qiskit-textbook

A university quantum algorithms/computation course supplement based on Qiskit

qml-hep-gsoc-2021 icon qml-hep-gsoc-2021

A dedicated repository for finishing the QML-HEP GSoC 2021 Tasks and Proposal. This submission is accepted as one of the 2021 projects.

qml-mooc icon qml-mooc

Lecture notebooks and coding assignments for the quantum machine learning MOOC created by Peter Wittek on EdX in the Spring 2019

qml-projects icon qml-projects

A compilation of my personal Quantum Machine Learning projects.

qml-vqa-library icon qml-vqa-library

A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum algorithms, tensor networks, and classical machine learning applications in quantum systems.

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