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Create an Artificial Intelligence model for time series prediction

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.

Kĩ năng: Python, Machine Learning (ML), Lập trình C, Artificial Intelligence, Toán học

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Về Bên Thuê:
( 4 nhận xét ) Tuscaloosa, United States

ID dự án: #21701219

Được trao cho:


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$140 USD trong 7 ngày
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24 freelancer đang chào giá trung bình $187 cho công việc này


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(47 Nhận xét)

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$250 USD trong 7 ngày
(49 Nhận xét)

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(20 Nhận xét)

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(15 Nhận xét)

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