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neptune-client

📘 The experiment tracker for foundation model training

https://github.com/neptune-ai/neptune-client

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Committers with academic emails
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (5.8%) to scientific vocabulary

Keywords

comparison dl foundation keras learning lightgbm llm logger logging machine ml mlops monitoring optuna pytorch rl tensorflow versioning visualization xgboost

Keywords from Contributors

closember huggingface cryptocurrency transformer cryptography jax mesh interpretability sequences generic
Last synced: 4 months ago · JSON representation ·

Repository

📘 The experiment tracker for foundation model training

Basic Info
  • Host: GitHub
  • Owner: neptune-ai
  • License: apache-2.0
  • Language: Python
  • Default Branch: master
  • Homepage: https://neptune.ai
  • Size: 13.1 MB
Statistics
  • Stars: 616
  • Watchers: 20
  • Forks: 66
  • Open Issues: 35
  • Releases: 198
Topics
comparison dl foundation keras learning lightgbm llm logger logging machine ml mlops monitoring optuna pytorch rl tensorflow versioning visualization xgboost
Created almost 7 years ago · Last pushed 5 months ago
Metadata Files
Readme Changelog License Code of conduct Citation Codeowners Security

README.md

neptune.ai

Website   •   Docs   •   Blog  

[!IMPORTANT] This is the Python client for Neptune app version 2.x.
For the new Neptune client, go to neptune-client-scale →

[!NOTE] For Neptune 2.x setup and instructions, see the 2.x documentation site.

 

Need help? Visit the Support Center →

Owner

  • Name: neptune.ai
  • Login: neptune-ai
  • Kind: organization
  • Email: contact@neptune.ai
  • Location: Worldwide

The experiment tracker for foundation model training

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software in your AI research, please cite it as below."
title: "neptune.ai"
abstract: "Metadata store for MLOps"
authors:
  - name: "Neptune team"
license: "Apache-2.0"
date-released: 2019-02-11
url: "https://neptune.ai/"
keywords:
  - mlops
  - metadata store
  - machine learning
  - deep learning
  - artificial intelligence

GitHub Events

Total
  • Create event: 28
  • Issues event: 25
  • Release event: 6
  • Watch event: 40
  • Delete event: 19
  • Issue comment event: 69
  • Push event: 54
  • Pull request review comment event: 22
  • Pull request review event: 57
  • Pull request event: 47
  • Fork event: 2
Last Year
  • Create event: 28
  • Issues event: 25
  • Release event: 6
  • Watch event: 40
  • Delete event: 19
  • Issue comment event: 69
  • Push event: 54
  • Pull request review comment event: 22
  • Pull request review event: 57
  • Pull request event: 47
  • Fork event: 2

Committers

Last synced: 7 months ago

All Time
  • Total Commits: 1,879
  • Total Committers: 52
  • Avg Commits per committer: 36.135
  • Development Distribution Score (DDS): 0.775
Past Year
  • Commits: 42
  • Committers: 8
  • Avg Commits per committer: 5.25
  • Development Distribution Score (DDS): 0.643
Top Committers
Name Email Commits
Rafał Jankowski r****i@n****i 423
Aleksander Wojnarowicz a****z@g****m 291
Adam Nieżurawski a****i@n****l 244
Jakub Kuszneruk j****k@n****i 170
Piotr Kasprzyk 1****k 84
Piotr Jander p****2@g****m 71
Sabine s****m@n****i 69
Hubert Jaworski h****i@n****i 53
Patryk Gala p****a@n****i 52
lukasz.walkiewicz l****z@n****l 42
Hubert Jaworski h****i@n****l 36
dependabot[bot] 4****] 34
Szymon Sadkowski 3****d 34
szymon-kuklewicz 3****z 32
Artsiom Tserashkovich a****h@g****m 31
Piotr Łusakowski p****i@n****l 16
Jakub Czakon c****b@g****m 16
Piotr Kasprzyk p****k@n****i 14
Dominik Jastrzębski d****i@n****l 13
Kamil A. Kaczmarek k****k@n****l 13
Artsiom Tserashkovich a****h@g****m 12
Anita Śledź a****z@n****i 12
tytus.kalicki t****i@n****i 10
Pavel Sankin p****n@P****l 10
pankin397 1****7 9
Timothy Wolodzko t****o 9
Anita Śledź a****z@g****m 9
Klukov 1****e 8
Patrycja-J 9****J 7
Szymon Sadkowski s****i@n****i 6
and 22 more...
Committer Domains (Top 20 + Academic)
neptune.ai: 13 neptune.ml: 7 codilime.com: 2 onehot.io: 1 starburstdata.com: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time
  • Total issues: 94
  • Total pull requests: 597
  • Average time to close issues: 4 months
  • Average time to close pull requests: 16 days
  • Total issue authors: 66
  • Total pull request authors: 30
  • Average comments per issue: 5.88
  • Average comments per pull request: 1.23
  • Merged pull requests: 469
  • Bot issues: 0
  • Bot pull requests: 32
Past Year
  • Issues: 16
  • Pull requests: 53
  • Average time to close issues: 9 days
  • Average time to close pull requests: 12 days
  • Issue authors: 14
  • Pull request authors: 9
  • Average comments per issue: 3.06
  • Average comments per pull request: 0.81
  • Merged pull requests: 29
  • Bot issues: 0
  • Bot pull requests: 11
View more stats
Top Authors
Issue Authors
  • wjaskowski (5)
  • orena1 (4)
  • mrembalski (4)
  • d13g0 (4)
  • SebastianScherer88 (3)
  • Ulipenitz (3)
  • wouterzwerink (3)
  • stefanbschneider (2)
  • cemlyn007 (2)
  • simon-ging (2)
  • liblaf (2)
  • ljstrnadiii (2)
  • SiddhantSadangi (2)
  • iirekm (2)
  • stonelazy (2)
Pull Request Authors
  • Raalsky (278)
  • AleksanderWWW (209)
  • szysad (94)
  • SiddhantSadangi (43)
  • dependabot[bot] (41)
  • normandy7 (40)
  • PatrykGala (27)
  • aniezurawski (19)
  • artsiomtserashkovich (14)
  • kgodlewski (10)
  • asledz (6)
  • mreto (4)
  • antoinebrl (4)
  • Patrycja-J (4)
  • kshitij12345 (3)
Top Labels
Issue Labels
feature request (27) api (19) bug (15) pending (13) ui (7) stale (3) question (3) duplicate (2) 1.x (2) help wanted (1) documentation (1)
Pull Request Labels
dependencies (42) github_actions (41) 1.x (14) feature request (12) bug (10) api (10) 2.x (9) DO NOT MERGE (2)

Packages

  • Total packages: 3
  • Total downloads:
    • pypi 711,817 last-month
  • Total docker downloads: 40,223
  • Total dependent packages: 71
    (may contain duplicates)
  • Total dependent repositories: 330
    (may contain duplicates)
  • Total versions: 378
  • Total maintainers: 2
pypi.org: neptune-client

Neptune Client

  • Versions: 213
  • Dependent Packages: 31
  • Dependent Repositories: 273
  • Downloads: 498,482 Last month
  • Docker Downloads: 39,806
Rankings
Dependent packages count: 0.3%
Downloads: 0.4%
Dependent repos count: 0.9%
Docker downloads count: 1.2%
Average: 2.0%
Stargazers count: 3.2%
Forks count: 5.9%
Maintainers (2)
neptune-deployer Neptune
Last synced: 9 months ago
pypi.org: neptune

Neptune Client

  • Versions: 73
  • Dependent Packages: 32
  • Dependent Repositories: 39
  • Downloads: 213,335 Last month
  • Docker Downloads: 417
Rankings
Dependent packages count: 0.5%
Downloads: 0.8%
Dependent repos count: 2.3%
Average: 2.9%
Stargazers count: 3.1%
Docker downloads count: 4.8%
Forks count: 5.7%
Maintainers (2)
neptune-deployer Neptune
Last synced: 4 months ago
conda-forge.org: neptune-client
  • Homepage: https://neptune.ai/
  • License: Apache-2.0
  • Latest release: 0.16.12
    published about 3 years ago
  • Versions: 92
  • Dependent Packages: 8
  • Dependent Repositories: 18
Rankings
Dependent packages count: 7.1%
Dependent repos count: 8.4%
Average: 16.0%
Stargazers count: 20.1%
Forks count: 28.2%
Last synced: 4 months ago

Dependencies

.github/actions/install-package/action.yml actions
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.github/actions/job-notify/action.yml actions
  • 8398a7/action-slack v3 composite
.github/actions/test-e2e/action.yml actions
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  • actions/upload-artifact v3 composite
  • codecov/codecov-action v3 composite
  • mikepenz/action-junit-report v3.6.2 composite
.github/actions/test-unit/action.yml actions
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  • actions/upload-artifact v3 composite
  • codecov/codecov-action v3 composite
  • mikepenz/action-junit-report v3.6.2 composite
.github/actions/workflow-notify/action.yml actions
  • 8398a7/action-slack v3 composite
  • technote-space/workflow-conclusion-action v3 composite
.github/workflows/e2e.yml actions
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.github/workflows/help-command.yml actions
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.github/workflows/integrations.yml actions
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  • neptune-ai/kedro-neptune/.github/actions/e2e main composite
  • neptune-ai/neptune-airflow/.github/actions/airflow-install main composite
  • neptune-ai/neptune-airflow/.github/actions/e2e main composite
  • neptune-ai/neptune-detectron2/.github/actions/e2e main composite
  • neptune-ai/neptune-fastai/.github/actions/e2e master composite
  • neptune-ai/neptune-mlflow/.github/actions/e2e master composite
  • neptune-ai/neptune-prophet/.github/actions/e2e main composite
  • neptune-ai/neptune-r/.github/actions/e2e master composite
  • neptune-ai/neptune-sacred/.github/actions/e2e main composite
  • neptune-ai/neptune-sklearn/.github/actions/e2e master composite
  • neptune-ai/neptune-tensorflow-keras/.github/actions/e2e master composite
  • neptune-ai/neptune-xgboost/.github/actions/e2e master composite
.github/workflows/pre-commit-apply-command.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v4 composite
  • peter-evans/create-or-update-comment v3 composite
.github/workflows/pre-commit.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v4 composite
  • pre-commit/action v3.0.0 composite
.github/workflows/release.yml actions
  • actions/checkout v4 composite
  • actions/download-artifact v3 composite
  • actions/setup-python v4 composite
  • actions/upload-artifact v3 composite
  • pypa/gh-action-pypi-publish v1.8.10 composite
.github/workflows/run-all-test-command.yml actions
  • peter-evans/create-or-update-comment v3 composite
.github/workflows/run-e2e-command.yml actions
  • peter-evans/create-or-update-comment v3 composite
.github/workflows/run-integrations-command.yml actions
  • peter-evans/create-or-update-comment v3 composite
.github/workflows/run-unit-command.yml actions
  • peter-evans/create-or-update-comment v3 composite
.github/workflows/slash-commands.yml actions
  • peter-evans/slash-command-dispatch v3 composite
.github/workflows/unit-in-pull-request.yml actions
  • ./.github/actions/test-unit * composite
  • actions/checkout v4 composite
.github/workflows/unit.yml actions
  • ./.github/actions/test-unit * composite
  • ./.github/actions/workflow-notify * composite
  • actions/checkout v4 composite
pyproject.toml pypi