The project need an artifical intelligence model in python for timeseries prediction . The project requires the use of a speific time series prediction called Reservoir Computing also sometimes called a Echo State network(ESN). Some reference can be found in Github. Search in github for easyen. The project would be a long term project atleast 6 months+. Intiallly successful completion of a pilot task is required. The project would have require the following overall deliverables:
1.A Reservoir computing algorithm must be developed. The algorithm will be based on exisitng algorithms and/or extension on exisitng algorithm based on open source resources.
[login to view URL] model should be developed in python.
3.A clear pseudocode of the model should be written and explained clearly.
4. Complete and comprehensive documentation of the model should be created
5. Hyperparameter tuning is an important part of the project. The model's hyper paramter should be tuned for proper prediction of results.
6. The training and testing data will be provided
The current estimate value of the project is based on its pilot version. The actual version of the project will be diclosed on successful completion on the pilot phase.
24 freelance font une offre moyenne de $187 pour ce travail
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