Quantum ML for extremely imbalanced data
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Updated
Aug 21, 2019 - Python
Quantum ML for extremely imbalanced data
Sawatabi is an application framework to develop and run stream-data-oriented Ising applications with quantum annealing.
Codes used for the classical and simulated quantum annealing numerical experiments of https://arxiv.org/abs/2101.10154
Implementation of a research made by Pastorello and Blanzieri.
Using the D-Wave 2000Q to error correct ASCII messages sent over a noisy channel, and understand the physics of quantum annealing. Repo to be used with the Leap IDE.
Classifying, auto-encoding and reverse-engineering QUBO matrices
⚛ Quantum Computing, for Humans.
Graph decomposition algorithms for MaxClique and Minimum Vertex Cover problems
Final project for CMPUT 604 Quantum Computing
Method to calculate the first non-vanishing eigenvalue of the Fokker-Planck-Smoluchowski operator, associated with a symmetric bistable system, using a quantum annealer.
Python Quantum Boolean Tensor Networks
Solves systems of ordinary first-order nonlinear differential equations by reformulating them in terms of Quadratic Unconstrained Binary Optimization (QUBO) problems, which allows to obtain solution on quantum annealers. Contains example application to molecular dynamics.
Python implementation of Bayesian Network Structure Learning using Quantum Annealing https://doi.org/10.1140/epjst/e2015-02349-9
Sub-project in the scope of QProgMods grant
Bayesian Network structure learning with encoding into a Quadratic Unconstrained Binary Optimisation (QUBO) problem.
A portfolio generator developed by QuantYantriki for the QSTH 2022 - a quantum hackathon organized by the Quantum Ecosystems and Technology Council of India (QETCI). It utilizes quantum annealing and quantum approximate optimization algorithms using a feedback-based metaheuristic that incorporates classical optimization tools to improve solutions.
Parallel Quantum Annealing
Custom unembedding techniques for quantum annealers
Quantum-inspired Cluster Expansion: formulating chemical space search as QUBOs and Ising models
Lockdown Management with Quantum Annealers
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