{"id":18794654,"url":"https://github.com/neptune-ai/neptune-lib","last_synced_at":"2025-04-13T14:32:54.188Z","repository":{"id":106679045,"uuid":"164655511","full_name":"neptune-ai/neptune-lib","owner":"neptune-ai","description":"Project is deprecated. 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Warning\n**PROJECT IS DEPRECATED**\nYou should use [neptune-client](https://github.com/neptune-ml/neptune-client) instead. \n\n# neptune-lib\n[![Build Status](https://travis-ci.org/neptune-ml/neptune-lib.svg?branch=master)](https://travis-ci.org/neptune-ml/neptune-lib)\n\n# Documentation\nSee [neptune-lib documentation site](https://neptune-lib.readthedocs.io)\n\n# Getting started\n\n## Get api-token\n\n```bash\nneptune account api-token get\n```\n\n## Establish session\n\n```python\nfrom neptunelib.session import Session\nsession = Session(api_token='YOUR_NEPTUNE_API_TOKEN')\n```\n\nyou can also create an environment variable `NEPTUNE_API_TOKEN`:\n\n```bash\nexport NEPTUNE_API_TOKEN=YOUR_NEPTUNE_API_TOKEN`\n```\n\nand simpy go\n\n```python\nfrom neptunelib.session import Session\nsession = Session()\n```\n\n## Instatiate a Project object\n\n```python\nproject = session.get_projects('neptune-ml')['neptune-ml/Salt-Detection']\n```\n\n## Get leaderbaord dataframe\n\n```python\nleaderboard_df = project.get_leaderboard()\n```\n\n## Get experiment data\n\n```python\nexperiments = project.get_experiments(id=['SAL-2342'])\nexperiment = experiments[0]\n```\n\n1. get numeric channel values dataframe.\nLets take the `network_1 epoch_val iou loss` channel for example (long name I know).\n    \n```python\n    channel_df = experiment.get_numeric_channels_values('network_1 epoch_val iou loss')\n```\n    \n2. get hardware utilization dataframe \n\n```python\n   channel_df = experiment.get_hardware_utilization()\n```\n\n\n# Installation\n\n## Get prerequisites\n* python versions `2.7/3.5/3.6` are supported\n* `neptune-cli` \n   ```python\n      pip install neptune-cli\n   ```\n\n## Install lib\n\n```bash\npip install neptune-lib\n```\n\n# Getting help\nIf you get stuck, don't worry we are here to help.\nThe best order of communication is:\n\n * [neptune-lib readthecocs](https://neptune-lib.readthedocs.io)\n * [neptune community forum](https://community.neptune.ml/)\n * [neptune community slack](https://neptune-community.slack.com) (join by going [here](https://join.slack.com/t/neptune-community/shared_invite/enQtNTI4Mjg3ODk2MjQwLWE5YjI0YThiODViNDY4MDBlNmRmZTkwNTE3YzNiMjQ5MGM2ZTFhNzhjN2YzMTIwNDM3NjQyZThmMDk1Y2Q1ZjY))\n * Github issues\n \n# Contributing\nIf you see something that you don't like you are more than welcome to contribute!\nThere are many options:\n  \n  * Participate in discussions on [neptune community forum](https://community.neptune.ml/) or [neptune community slack](https://neptune-community.slack.com)\n  * Submit a feature request or a bug here, on Github\n  * Submit a pull request that deals with an open feature request or bug\n  * Spread a word about neptune-lib in your community\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneptune-ai%2Fneptune-lib","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneptune-ai%2Fneptune-lib","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneptune-ai%2Fneptune-lib/lists"}