HOW TO USE THE ARYA-xAI API?

  1. Navigate to http://xai.arya.ai/

  2. Sign up as a new user and login

  3. Click on the My Models option on the top right

  4. Upload the the model on the Add Model option

  5. Choose Model Type (saved model or h5 format)

  6. Add the downloadable URL of the model and submit

  7. Once added successfully, the model will be listed as follows:

    ​token number - 1634#######88 (alphanumeric string)
Model URL - the-downloable-link
​Model Type - saved model or h5 format
Launch Time - dd/mm/yyyy  hh:mm:ss
​View API -  link to view details 
​DELETE -  link to delete the added model

API DETAILS

Request Field Parameters:

  1. mode - either default or contrast

  2. token - alphanumeric string referring to the model ID

  3. is_multi_input - whether or not the model accepts multiple inputs(True or False)

  4. model_input - model input as a list or numpy array

  5. scaler - to scale the initial model weights (>0)

  6. predictions - the model predicted value (True or False flag, if True send network output in response)

Response

(either as a numpy array or a json compatible list)

  1. data field - weights of all input layers specified by layer-name as key-value pairs ( layer_name : list of weights )
    • if default mode - data field has just one entry per layer
    • if contrast mode - for each layer there will be entries corresponding to the positive and negative contast
  2. network_output field - output corresponding to each output layer (empty if prediction flag is False)