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Experiment Assist

Project description

ExAssist

build-status Documentation Status

ExAssist is an light-weight assist tool that can save your time from doing experiments. It is designed to help you with:

  1. Track the configurations for each experiment.
  2. Record any temporary data during experiments.
  3. Gather host information for each experiment.

Installation

pip install ExAssist

Example

  1. Download the template files into your experiment root directory.
  2. Write up your experiments in main.py:
import ExAssist as EA

# Get an instance of ExAssist just like getting a logger.
assist = EA.getAssist('Test')
with EA.start(assist) as assist:
    # Here starts your experiments.
    for i in range(100):
        assist.info['loss'] = 100 - i
        assist.step()
  1. Run your experiment:
python main.py

More details, please see http://exassist.zhouyichu.com/en/latest/quickstart.html.

Project details


Download files

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Filename, size & hash SHA256 hash help File type Python version Upload date
ExAssist-0.2.2-py3-none-any.whl (8.9 kB) Copy SHA256 hash SHA256 Wheel py3 May 28, 2018
ExAssist-0.2.2.tar.gz (22.2 kB) Copy SHA256 hash SHA256 Source None May 28, 2018

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