A Python Package For System Identification Using NARMAX Models
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Sep 6, 2025 - Python
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narx
Here are 25 public repositories matching this topic...
A python multi-variate time series prediction library working with sklearn
machine-learning time-series predictive-modeling time-series-analysis narx time-series-prediction autoregression nonlinear-time-series nonlinear-timeseries-analysis
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Nov 10, 2020 - Python
The project uses a nonlinear autoregressive exogenous (NARX), model to make time-series prediction on data obtained from drive cycling testing on buses
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Jan 14, 2023 - MATLAB
Air-quality forecasting in Belgium using Deep Neural Networks, Neuroevolution and distributed Island Transpeciation
deep-neural-networks neuroevolution ozone air-quality forecasting neural-architecture-search narx meta-learning particulate-matter mimo island-transpeciation
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Nov 15, 2024 - Jupyter Notebook
A fast canonical-correlation-based greedy search algorithm for feature selection, system identification, data pruning, etc.
data-science machine-learning time-series scikit-learn feature-selection data-analysis dynamical-systems feature-engineering system-identification narx time-series-regression
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Oct 4, 2025 - Python
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Oct 29, 2024 - Jupyter Notebook
Deep Learning using Neural Network Toolbox + Finance Portfolio Selection with MorningStar
machine-learning deep-learning gesture-recognizer matlab supervised-learning artificial-neural-networks matlab-toolbox gesture-recognition finance-application radial-basis-function nueral-networks tdnn narx
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May 5, 2018 - MATLAB
Explore the double-descent phenomena in the context of system identification. Companion code to the paper (https://arxiv.org/abs/2012.06341):
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Dec 14, 2020 - Python
GUI for System Identification using NARX and NARMAX models
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Oct 12, 2025 - Python
A MatLab package for System Identification using linear and nonlinear auto-regresive models (N)AR, (N)ARX and (N)ARMAX models
machine-learning time-series dynamical-systems nonlinear-dynamics system-identification dynamical-modeling narx narmax time-series-forecasting forward-selection autoregressive-models orthogonal-forward-regression
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Oct 10, 2025 - MATLAB
Performed a nonlinear model identification using both the FROE method with polynomial NARX models and feedforward neural networks.
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Jan 3, 2019 - Jupyter Notebook
Code, figures, animations for a NARX-EFE based agent.
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Jan 25, 2024 - Jupyter Notebook
An active inference agent based on expected free energy minimization with a nonlinear autoregressive exogenous model.
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Feb 5, 2025 - Jupyter Notebook
Neural Network Lecture Projects.
neural-network som rnn scratch kohonen elman self-organizing-map narx electrocardiography continuous-perceptron electrodiagram
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Sep 12, 2021 - Jupyter Notebook
NARX Pytorch implementation
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Apr 18, 2025 - Python
Nonlinear autoregressive exogenous model library. NarxSim ported to U++.
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May 31, 2017 - C++
This repository contains code for energy forecasting using multilayer neural networks (MLPs) with autoregressive (AR) and nonlinear autoregressive exogenous (NARX) approaches. The goal is to predict the next-day electricity consumption for a specific case study, utilizing real dataset from a real-life organization.
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May 22, 2023 - R
Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction
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Apr 14, 2019 - Python
Developed a time series forecasting system using LightGBM and NARX models to optimize food demand prediction. Used real-world data with preprocessing techniques like normalization and lag feature generation. The proposed NARX model outperformed LGBM, improving accuracy and helping reduce food waste through better supply chain decisions.
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Jul 22, 2025 - Jupyter Notebook
Implementation of Robotic Arm Control from RNN and use of NARX with Evolutionary Algorithms for identification, for the Intelligent Automation class.
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May 9, 2025 - Jupyter Notebook
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