Mackey-Glass

Pre-generated numpy arrays of MackeyGlass time series, generated with the jitcdde library. Please note that due to lower-level solvers used in the library, different machines, even with the same ISA and library versions, may produce different data. Thus, please use the pre-generated data included here. The dataset cont

Papers using Mackey-Glass (8)

Differential Machine Learning for Time Series Prediction2025 · 1 citesCentrality-Based Pruning for Efficient Echo State Networks2026Probabilistic Forecasting of Sensory Data with Generative Adversarial Networks - ForGAN2019 · 92 citesModel-free prediction of noisy chaotic time series by deep learning2017 · 13 citesComposite FORCE learning of chaotic echo state networks for time-series prediction2022 · 7 citesMulti-step Time Series Forecasting Using Ridge Polynomial Neural Network with Error-Output Feedbacks2018 · 5 citesTemporal Convolution Derived Multi-Layered Reservoir Computing2024 · 4 citesTaylor-based Optimized Recursive Extended Exponential Smoothed Neural Networks Forecasting Method2018