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comet-ml-python-api's Introduction

Python3 SDK for Comet.ml

Based on the supercharge machine learning library comet.ml

Documentation

See Comet.ml API documentation

Installation

pip install comet_ml_api

Example

from comet_ml_api import CometMlApi

comet = CometMlApi('bvtC8QqL6pQH4B1yhsUO9TICc', 'v1')
project_id = 'b1f37ccd4b244c68ae0155a797ac3632'
experiment_key = '625fa39eb4ac41e693cb10c0bd8f37d9'

projects = comet.projects()

API

Projects

print comet.projects()

Experiments

# print comet.experiments(projectId)

HTML

print comet.experiment_html(experiment_key)

Code

print comet.experiment_code(experiment_key)

Stdout

print comet.experiment_stdout(experiment_key)

Installed Packages

print comet.experiment_installed_packages(experiment_key)

Graph Definition

print comet.experiment_graph(experiment_key)

Images

print comet.experiment_images(experiment_key)

Hyper Params

print comet.experiment_params(experiment_key)

Metrics

print comet.experiment_metrics(experiment_key)

Log Other

print comet.experiment_log_other(experiment_key)

Raw Metrics

print comet.experiment_metrics_raw(experiment_key)

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