Projects

Updated 7 months ago

NonSysId: Nonlinear System Identification with Improved Model Term Selection for NARMAX Models • Science 93%

NonSysId: Nonlinear System Identification with Improved Model Term Selection for NARMAX Models - Published in JOSS (2025)

autoregressive-models dynamical-modeling dynamical-systems forward-selection machine-learning narmax narx nonlinear-dynamics orthogonal-forward-regression system-identification time-series time-series-forecasting

Updated 8 months ago

https://github.com/dmetivie/smoothperiodicstatsmodels.jl • Science 49%

A Julia package for time series and other models with smoothly varying periodic parameters

autoregressive-models hidden-markov-model seasonality

Updated 9 months ago

https://github.com/ceyron/trainax • Science 10%

Training methodologies for autoregressive neural operators in JAX.

autoregressive-models deep-learning differentiable-physics optax optimization timeseries-forecasting unrolled-training

Updated 9 months ago

mvarbox • Science 67%

mVARbox is a Matlab toolbox for uni/multivariate data series analysis in both time/space and frequency domains, with focus on mutivariate autoregressive (VAR) models

autoregressive-models multivariate-statistics spectrum-analysis synthetic-data-generation time-series

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Open Source Science

NonSysId: Nonlinear System Identification with Improved Model Term Selection for NARMAX Models • Science 93%

https://github.com/dmetivie/smoothperiodicstatsmodels.jl • Science 49%

https://github.com/ceyron/trainax • Science 10%

mvarbox • Science 67%