DetaMetrics 0.0.4

SDK for DetaMetrics TensorBoard alternative.

DetaMetricsSDK

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

Installation

pip install detametrics

Usage

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")]
)

Base API

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

from detametrics import DetaMetrics

metrics = DetaMetrics("MY_URL_ID") # get it from the Deta Space App UI
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)