# labml

**Repository Path**: herolin12/labml

## Basic Information

- **Project Name**: labml
- **Description**: Organize PyTorch Experiments
- **Primary Language**: Unknown
- **License**: MIT
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-07-23
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

.. image:: https://raw.githubusercontent.com/lab-ml/lab/master/images/lab_logo.png
   :width: 150
   :alt: Logo
   :align: center

LabML
=====

LabML is a library to track PyTorch experiments.

LabML keeps track of every detail of the experiments:
`source code <http://lab-ml.com/guide/experiment.html>`_,
`configurations, hyper-parameters <http://lab-ml.com/guide/configs.html>`_,
`checkpoints <http://lab-ml.com/guide/experiment.html>`_, 
`Tensorboard logs and other statistics <http://lab-ml.com/guide/tracker.html>`_.
LabML saves all these automatically in a clean folder structure.

.. image: https://raw.githubusercontent.com/vpj/lab/master/images/loop.gif
   :width: 100%
   :alt: Logger output

LabML comes with a `Dashboard <https://github.com/vpj/lab_dashboard/>`_ to browse experiments.

.. image:: https://raw.githubusercontent.com/lab-ml/dashboard/master/images/screenshots/dashboard_table.png
   :width: 100%
   :alt: Dashboard Screenshot


Installation
------------

.. code-block:: console

    pip install labml

Links
-----

`💬 Slack workspace for discussions <https://join.slack.com/t/labforml/shared_invite/zt-egj9zvq9-Dl3hhZqobexgT7aVKnD14g/>`_

`📗 Documentation <http://lab-ml.com/>`_

`📑 Articles & Tutorials <https://medium.com/@labml/>`_

`👨‍🏫 Samples <https://github.com/lab-ml/samples>`_


Citing LabML
------------

If you use LabML for academic research, please cite the library using the following BibTeX entry.

.. code-block:: bibtex

	@misc{labml,
	 author = {Varuna Jayasiri, Nipun Wijerathne},
	 title = {LabML: A library to organize machine learning experiments},
	 year = {2020},
	 url = {https://lab-ml.com/},
	}