Using a Quantum Computing variant of a Long Short Term Memory model as the generator for a Generative Adversial Network used for time-series forecasting
☆15Jan 2, 2024Updated 2 years ago
Alternatives and similar repositories for Quantum-GAN-for-Time-Series-Forecasting
Users that are interested in Quantum-GAN-for-Time-Series-Forecasting are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository is part of a high school research work about generating images with a simulated quantum computer.☆10Feb 13, 2026Updated 8 months ago
- Quantum Machine Learning for FinTech and Time Series Data☆22Dec 29, 2019Updated 6 years ago
- Code to reproduce paper regarding quantum diffusion model and extend: Zhang, Bingzhi, et al. "Generative quantum machine learning via den…☆14Sep 17, 2024Updated 2 years ago
- stock forecasting with sentiment variables(with lstm as generator and mlp as discriminator)☆36Nov 5, 2019Updated 6 years ago
- An implementation of the DeepAnT model, a deep learning approach for unsupervised anomaly detection in time series data, using Python.☆14Feb 15, 2025Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- A CNN-LSTM encoder-decoder model with univariate input is demonstrated to make multi-step predictions for time-series energy usage data.☆15Oct 17, 2024Updated 2 years ago
- TensorFlow implementation of ProbCast model for probabilistic time series forecasting with generative adversarial networks.☆10Apr 15, 2024Updated 2 years ago
- Multivariate Multi Step Time Series modelling : Predicting the re-rise of bitcoin prices using RNN and optimising the model using GRU and…☆18Feb 15, 2021Updated 5 years ago
- Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks☆12Jul 29, 2023Updated 3 years ago
- Quantum Corrections to Drift Diffusion simulation☆12Jan 5, 2024Updated 2 years ago
- Explore the frontier of quantum computing with our Quantum K-Nearest Neighbors (q-KNN) implementation, using IBM's Qiskit framework. This…☆15Nov 10, 2023Updated 2 years ago
- Time Series Forecasting with Temporal Fusion Transformer in Pytorch☆12Dec 8, 2021Updated 4 years ago
- Code to accompany the paper "Fin-GAN: Forecasting and Classifying Financial Time Series via Generative Adversarial Networks"☆134Feb 26, 2024Updated 2 years ago
- Nonlinear Causal Discovery with Confounders☆21Feb 9, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Organic Electronic Device Simulator☆16Dec 14, 2019Updated 6 years ago
- K-Means algorithm in the Poincare Disk Model☆16Nov 12, 2018Updated 7 years ago
- Code for "Optimizing Quantum Variational Circuits with Deep Reinforcement Learning"☆20May 10, 2024Updated 2 years ago
- This repository contains all of the code for reproducing the work found in our inital manuscript on nonlinear EIS (NLEIS) for lithium-ion…☆12Apr 1, 2020Updated 6 years ago
- The Quantum Counselor for portfolio investment is a tool with two main objectives: forecasting the trend of assets price and optimizing p…☆16Jun 2, 2022Updated 4 years ago
- ☆13Apr 18, 2023Updated 3 years ago
- An ensemble machine learning model based on quantum machine learning classifiers is proposed to predict the risk of heart disease. The …☆13Jun 12, 2022Updated 4 years ago
- The official code of the paper "MF-CLR: Multi-Frequency Contrastive Learning Representation for Time Series" [ICML 2024].☆15Mar 24, 2025Updated last year
- Code repository for "Multi-Task Encoder-Dual-Decoder Modeling Framework on Mixed Frequency Data", International Journal of Forecasting, 2…☆13Feb 18, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Quantum Fuzzy Neural Network for Multimodal Sentiment and Sarcasm Detection☆23Oct 30, 2023Updated 2 years ago
- Source code for Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers☆18May 29, 2024Updated 2 years ago
- Transformer-based Conditional Generative Adversarial Network for Multivariate Time Series Generation (IWTA - PAKDD2023)☆13May 1, 2023Updated 3 years ago
- Hybrid finite-volume solver based on the lattice-Boltzmann & discrete-velocity methods for the Couette problem☆11Oct 3, 2019Updated 7 years ago
- Physics Informed Neural Network for Time Series Forecasting☆14Jun 1, 2023Updated 3 years ago
- Solve the advection diffusion equations looped into an optimization problem with JAX/autodiff☆14May 8, 2025Updated last year
- ACO with RL algorithm integration (Q-learning) and k-means boosted genetic applied to TSP☆10Sep 21, 2019Updated 7 years ago
- Neural Network code for the paper Neural Network Code for the paper 'Viewing Forced Climate Patterns through an AI Lens' by Elizabeth A. …☆11Nov 9, 2019Updated 6 years ago
- Code for the paper "Multivariate Time Series Prediction of Complex Systems Based on Graph Neural Networks with Location Embedding Graph S…☆24Nov 21, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆14Aug 28, 2020Updated 6 years ago
- A multi-instance learning framework for TSAD with inexact supervision☆20Mar 19, 2024Updated 2 years ago
- Python Functions used in the paper: "From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead elec…☆16Feb 10, 2025Updated last year
- Predicting new perovskites with ensemble Machine Learning algorithms☆16Nov 8, 2025Updated 11 months ago
- Finite Volume Newman Model of Lithium Ion Batteries written in Python using the FiPy library☆14Mar 2, 2020Updated 6 years ago
- [TKDE] This repository is the official implementation of the TKDE 2025 "Fuzzy Granule Density-Based Outlier Detection with Multi-Scale Gr…☆18Apr 4, 2026Updated 6 months ago
- Machine Learning For Physicists☆21Jan 26, 2026Updated 8 months ago