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Implemented Deep Gaussian Processes for Air Quality Inference

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Aadesh-1404/DeepGP-AQ-Inference

 
 

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DeepGP-AQ-Inference

To Run:

For any deep gaussian approach, open the respective folder. Add appropriate hyper-parameters to run.py script.

python run.py

The test results would be stored in the respective folders results.jl file.

Results:

  1. Simple Layered Deep GP Model

  2. Hybrid Deep GP Model

  3. Doubly Stochastic Variational Inference Model

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Implemented Deep Gaussian Processes for Air Quality Inference

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