record-kit 0.1.4

A simple record toolkit generating human readable data record for experiment

record-kit

A simple record toolkit for experiment.

Installation

pip install record-kit

Usage

experiment.py

from record_kit import Recorder                      # use Recorder to track experiment data
import argparse


parser = argparse.ArgumentParser()
parser.add_argument('--lr', type=float)
args = parser.parse_args()

recorder = Recorder()                                # init Recorder
recorder.write_meta(args)                            # save arguments like hyperparameters
recorder.write_header('epoch', 'loss', 'acc')        # specify table header
recorder.write_data_line(0, 0.1, 0.5)                # save data
recorder.write_data_line(1, 0.08, 0.9)

generated record in ./records/record-timestamp.md

API

Recorder(file_name='record', records_dir='./records', with_timestamp=True)

Initialize a Recorder instance

Recorder.write_meta(dict_like_object)

####Recorder.write_header(*args) ####Recorder.write_data_line(*args)