trialist 0.1.0

Library for running experiments in Python. Supports logging, experimental loops with checkpointing.

Trialist

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Table of Contents

• Introduction
  • Example
• Installation
• License

Introduction

Trialist is a library that manages and runs your experiments for you care-free. It manages the experimental loop, logs, and sets checkpoints as well. If your experiments are restarted, it will reload from the checkpoints set.

You can customize every part of the system:

• Key generation function: Determines how a sample is stored and found.
• Validation function: Determines if the experiment is valid. By default, all experimental results are loaded without checks.

Example

See the demo file.

Installation

pip install trialist

License

See the LICENSE file.