DetaMetricsSDK

A Python SDK for interacting with my TensorBoard alternative that runs on Deta Space.

• DetaMetricsSDK
  • Installation
  • Usage
    • TensorFlow Callback
    • Base API

Installation

pip install detametrics

Usage

All API classes need an URL ID, which can be gotten from the app UI.

They also need a Deta Space App API key, which can be gotten from...

• Click the 3 dots on the app on your Deta Space Canvas
• Click "Keys"
• Add an API Key, and input it in the box on the App UI and in your Python code as seen below

TensorFlow Callback

Requires Tensorflow to be installed.

from detametrics.tf import DetaMetricsTFCallback

# use in your keras model
model = ...
model.fit(
  ..., # other params here
  callbacks=[DetaMetricsTFCallback("MY_URL_ID", "MY_API_KEY")]
)

Base API

Get your URL id from the UI on the Deta Space app.

from detametrics import DetaMetrics

metrics = DetaMetrics("MY_URL_ID", "MY_API_KEY")
metrics.clear() # WARNING: clears all past metrics

metrics.set("GraphName", "LineName", 0.1)
metrics.set("GraphName", "LineName", 123.45)
metrics.set("GraphName", "LineName", 78.9)