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neptune-contrib: open-source contributions to Neptune.ml

This library is a collection of helpers and extensions that make working with Neptune app more effective and better. It is build on top of neptune-client and gives you option to do things like:

  • interactive visualizations of experiment runs or hyperparameters
  • running hyper parameter sweeps in scikit-optimize, hyperopt or any other tool you like
  • monitor training of the lightGBM or fastai models with a single callback
  • much more

Enjoy the following integrations:

fastai neptune.ml integration Sacred neptune.ml integration lightGBM neptune.ml integration matplotlib neptune.ml integration Telegram neptune.ml integration

And the best thing is you can extend it yourself or... tell us to do it for you :).

.. toctree::
   :maxdepth: 1
   :caption: Get Started

   installation
   overview

.. toctree::
   :maxdepth: 1
   :caption: Examples

   examples/examples_index

.. toctree::
   :maxdepth: 1
   :caption: User Guide

   api.utils <user_guide/api/utils>
   hpo.utils <user_guide/hpo/utils>
   bots.telegram_bot <user_guide/bots/telegram_bot>
   monitoring.lightgbm <user_guide/monitoring/lightgbm>
   monitoring.fastai <user_guide/monitoring/fastai>
   monitoring.metrics <user_guide/monitoring/metrics>
   monitoring.skopt <user_guide/monitoring/skopt>
   monitoring.utils <user_guide/monitoring/utils>
   sync.with_json <user_guide/sync/with_json>
   versioning.data <user_guide/versioning/data>
   viz.experiments <user_guide/viz/experiments>
   viz.projects <user_guide/viz/projects>


Bug Reports and Questions

neptune-contrib is MIT-licensed and the source code is available on GitHub. If you find yourself in any trouble drop an isse on Git Issues, fire a feature request on Git Feature Request or ask us on the Neptune community forum or Neptune community spectrum.

Contribute

We keep an updated list of open issues/feature ideas on github project page Github projects. If you feel like taking a shot at one of those do go for it! In case of any trouble please talk to us on the Neptune community spectrum.

Indices and tables

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