expt

Experiment. Plot. Tabulate.

<p align="center"> <img src="https://raw.githubusercontent.com/wookayin/expt/master/examples/demo-figure.png" width="640" /> </p>

expt is a small Python library that helps you draw time-series plots from a tabular data. Typical use cases are drawing learning curves for machine learning experiments. expt aim to provide a minimal API for doing most of common plotting needs with sensible defaults and useful batteries included.

Features:

• Parsing of CSV or TensorBoard eventfiles, in parallel
• Easy plotting of individual runs, hypotheses, or experiments.

Usage

See a demo ipython notebook, until an user guide and API documentation arrive.

Installation:

pip install expt
pip install git+https://github.com/wookayin/expt@master        # Latest development version

License

MIT License (c) 2019-2023 Jongwook Choi