The following order is alphabetically and does not imply any superiority or preference in software packages. creating data patterns in dependence of a window length of lagged variables may cause manual pre-processing and ex post comparison outside the software, limiting its abilities to support decision making. Also, the integration of data ETL-services (extraction, transformation & load) differ substantially for both application domains, i.e. However, there remain significant differences regarding efficiency (speed & data ressource required), user interface design, methods incorporated, knowledge & principles included (out of sample testing) etc. Most software offers different methods & algorithms, and most allow the automation of classification tasks. Please check back for our review of the individual programs regarding their suitability to regression or classification based forecasting. Please find information under -> Free CD-ROM Starter-Kit in the navigation bar on the left. Most software listed below is included in it, to allow an unbiased comparison of software. The CD-Rom includes over 20+ freeware, public domain as well as fully functional demos of the top commercial software packages, a selection of time series data for immediate experiments as well as a collection of relevant references and publicly available publications to allow a head start in neural forecasting. In an attempt to further dissemination of forecasting with neural networks, we have collected a range of neural network software programs suitable to simulating NNs for forecasting applications in regression & classification. Especially sophisticated functionality on time series pre-processing to allow different input lag lengths etc. While most software is suitable to classification tasks (binary output variables) each software offers a different focus on univariate, multivariate or intervention modelling for time series prediction. to for Neural Network Forecasting!įollowing we have listed selected neural network software programs / simulators that are suitable to forecasting, i.e. Wish to add something to this portal ? Link exchange only in NN & forecasting sites! Send info, links etc. On these pages you will find information & links on software packages, suitable for researchers, students, practitioners and developers specifically suitable to forecasting tasks.
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January 2023
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