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    Neptune.ai Blog

    neptune.ai · Company blog · on HN since 2020

    Neptune.ai's blog covers machine learning tools and techniques, including MLOps, hyperparameter optimization, and neural networks, and announced its acquisition by OpenAI.

    Visit blogHN submissions
    AI & Machine LearningDevOps & Cloud
    What HN says

    HN links it for its guide to workflow orchestration tools and for the announcement that the company is joining OpenAI.

    Stats for nerds
    19HN people shared it
    63linked in comments
    156story points
    Dec 2025last shared
    2022people per year2025

    Top posts on HN

    1. 1
      Image processing techniques that you can use in machine learning projects
      1 person · 32 points · first shared 2020 · 5 comments on HN
    2. 2
      OpenAI acquired AI training monitor Neptune
      3 people · 12 points · first shared 2025 · 15 comments on HN
    3. 3
      HyperBand and BOHB: State of the Art Hyperparameter Optimization Algorithms
      1 person · 6 points · first shared 2020 · Discussion on HN
    4. 4
      Graph Neural Network and Some of GNN Applications – Everything You Need to Know
      1 person · 4 points · first shared 2020 · Discussion on HN
    5. 5
      Monte Carlo Simulation – Everything You Need to Know
      1 person · 4 points · first shared 2021 · Discussion on HN
    6. 6
      Image Segmentation: tips and tricks from Kaggle competitions
      1 person · 4 points · first shared 2020 · Discussion on HN
    7. 7
      How to make sense of the Reinforcement Learning agents?
      1 person · 4 points · first shared 2020 · Discussion on HN
    8. 8
      Transfer Learning Guide
      1 person · 3 points · first shared 2021 · Discussion on HN
    9. 9
      Data-Centric vs. Model-Centric Approach in Machine Learning
      1 person · 3 points · first shared 2022 · Discussion on HN
    10. 10
      8 Creators and Core Contributors Talk About Their PyTorch Model Training Libs
      1 person · 3 points · first shared 2020 · Discussion on HN

    What HN people wrote when they linked it

    • drewcooApr 2023

      It's a data platform, sure, but it's not an OS, unless the definition of OS has suddenly shifted beneath me. That kind of thing "literally" happen to me.

      https://en.wikipedia.org/wiki/Operating_system

      Ontology is not some new "groundbreaking concept" invented by Palantir. I mostly hear it from philosophy and ML folks, but that's probably my personal bias.

      https://en.wikipedia.org/wiki/Ontology_(computer_science)

      Versioning data is not something that only Palantir figured out. I hear about this from different sources, like ML ops, but I've also dealt with it with creatives.

      https://neptune.ai/blog/best-data-version-control-tools

      And I stopped there. I don't doubt that it all works together well, but this reads like someone's first experience with a single data platform, assuming that's the first one, true, data platform, and evangelizing.

    • ChrisArchitectDec 2025

      Official posts: https://openai.com/index/openai-to-acquire-neptune/ (https://news.ycombinator.com/item?id=46146149)

      https://neptune.ai/blog/we-are-joining-openai (https://news.ycombinator.com/item?id=46145759)

    • esafakJan 2024

      Are you sure prefect is better than flyte? How so?

      https://neptune.ai/blog/best-workflow-and-pipeline-orchestration-tools

    • kuba_dmpNov 2022

      neptune.ai https://neptune.ai/

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