alejomonbar / Quantum-Counselor-for-Portfolio-Investment
The Quantum Counselor for portfolio investment is a tool with two main objectives: forecasting the trend of assets price and optimizing portfolio returns both using quantum computing techniques. For the case of the forecasting method, we use a hybrid method that combines a deep learning model of classical LSTM layers with quantum layers. For the…
☆15Updated 2 years ago
Alternatives and similar repositories for Quantum-Counselor-for-Portfolio-Investment:
Users that are interested in Quantum-Counselor-for-Portfolio-Investment are comparing it to the libraries listed below
- We implement a quantum-classical hybrid QLSTM model by incorporating quantum variational layers into the classical LSTM in order to impro…☆51Updated 3 years ago
- A Repository for all the resources to learn finance through Python☆41Updated last year
- Solve different formulations of the portfolio optimization problem.☆51Updated last month
- Using qGANs for Quantum Portfolio Optimisation☆22Updated 4 years ago
- A program that implements the portfolio optimization experiments using a hybrid quantum computing algorithm from arXiv:1911.05296. The co…☆28Updated 2 years ago
- Quantum Machine Learning for FinTech and Time Series Data☆22Updated 5 years ago
- Supporting material for https://arxiv.org/abs/1907.04769☆9Updated 3 years ago
- Monte carlo simulations in finance industry using quantum computer☆27Updated 5 years ago
- A style-based Quantum Generative Adversarial Network☆12Updated 2 years ago
- Using a Quantum Computing variant of a Long Short Term Memory model as the generator for a Generative Adversial Network used for time-ser…☆12Updated last year
- Repositório com Jupyter Notebooks sobre computação clássica e quântica aplicadas ao mercado financeiro em suporte ao artigo relacionado☆16Updated 2 years ago
- Study of entanglement and Shannon entropies in Quantum Reinforcement Learning (and its classical counterpart) in a discrete environment.☆17Updated 2 years ago
- Financial Modeling using Quantum Computing, Published by Packt☆23Updated last year
- Repository to compile real-world gate-based quantum machine learning use cases in the finance sector.☆22Updated 2 years ago
- In this Hands-On Guide On IBM's Quantum Open Science Prize 2021, we will go through all the things you'll need. It's an exciting journey …☆12Updated 2 years ago
- Jupyter notebooks of the simulations ran as part of a semester project on "Quantum Reinforcement Learning and Projective Simulation" at T…☆30Updated 6 years ago
- Classical-Quantum hybrid model for credit card fraud detection☆21Updated 3 years ago
- Introduction to Quantum Finance workshop for NUS Frontiers in Fintech and Quantum Computing 2022 workshop (Feb 21-22, 2022)☆11Updated 3 years ago
- Quantum Computing for Finance☆16Updated last month
- ☆12Updated 5 years ago
- ☆15Updated 2 years ago
- Example of a Quantum LSTM☆93Updated 3 years ago
- Source Code for 'Quantum Machine Learning with Python' by Santanu Pattanayak☆51Updated 4 years ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆12Updated 3 years ago
- Algorithms for optimization tasks (operations research)☆15Updated last year
- Library for Financial Applications (WP5)☆10Updated last month
- Implementation of Quantum Graph Recurrent Neural Network (QGRNN)☆17Updated 3 years ago
- Quantum-enhanced transformer neural network☆116Updated 2 years ago
- Learn Quantum Machine Learning☆68Updated 6 months ago
- Updated and most comprehensive Repository On Quantum Computing Resources. It contains all the material I use for my research on Quantum C…☆22Updated last year