Inferrd
Inferrd is a hosting platform for TensorFlow.
Authentication
In order to use this library you need to get a api token from inferrd.com
Authenticate with the inferrd.auth
method:
import inferrd
inferrd.auth('<token>')
Deploying TensorFlow
First, create a model on inferrd.com and select the kind of instance you want. Then simple call inferrd.deploy_tf
:
import inferrd
inferrd.auth('<token>')
inferrd.deploy_tf(tf_model, '<name of the model>')
Fetching predictions
Inferrd allows us to pull predictions back into your notebook by using inferrd.get_requests
:
import inferrd
inferrd.auth('<token>')
requests = inferrd.get_requests('<name of the model>', limit=100, page=0, includeFailures=False)