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🦉 Data Versioning and ML Experiments

15 mentions on Hacker News by 14 people: 5 stories, 10 comments · first 2018-07-09 · latest 2024-12-02

Mentions per year 15 mentions · busiest year 2020 (6)
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  1. I think you want something aling the line of dvc (github.com/iterative/dvc)
    comment by banditelol · 2024-12-02 · in Demystifying Git Submodules
  2. ▲ 112
    ML Experiments Management with Git
    story by shcheklein · 2023-11-02 · 30 comments
  3. …and it looks like there might be some movement toward replacing the hash and other speedups in 3.0 https://github.com/iterative/dvc/issues/3069 > We not only want to switch to a different algorithm in 3.0, but to also provide better…
    comment by kortex · 2022-10-02 · in Data Version Control
  4. ▲ 1
    DVC: Git for Datasets and Models
    story by optimalsolver · 2021-01-19 · 0 comments
  5. …etc. They are usually things that team would appreciate help with. On GH, it looks like this: https://github.com/iterative/dvc/labels/good%20first%20issue If you don't know the project, try to search GH, may be here -…
    comment by ishcheklein · 2020-11-19 · in Ask HN: How to Start Contributing?
  6. …MLFlow: https://github.com/mlflow/mlflow * Pachyderm: https://github.com/pachyderm/pachyderm * DVC: https://github.com/iterative/dvc * Polyaxon: https://github.com/polyaxon/polyaxon * Sacred: https://github.com/IDSIA/sacred *…
    comment by flc-anonym · 2020-11-19 · in Launch HN: Replicate (YC W20) – Version control for machine learning
  7. …of the DVC maintainers here! TL;DR: I think it should be compared with the upcoming DVC feature - https://github.com/iterative/dvc/wiki/Experiments . Stay tuned - it'll be released very soon but you can try it now in beta. First of all,…
    comment by ishcheklein · 2020-11-19 · in Launch HN: Replicate (YC W20) – Version control for machine learning
  8. Congratulations with the launch. We've used https://github.com/iterative/dvc for a long time and quite happy. What's the main difference between replicate.ai and dvc?
    comment by m0sth8 · 2020-11-19 · in Launch HN: Replicate (YC W20) – Version control for machine learning
  9. …Storage and Preservation Strategy > Rule 8: Describe How the Data Will Be Disseminated ... DVC: https://github.com/iterative/dvc > Data Version Control or DVC is an open-source tool for data science and machine learning projects. Key…
    comment by westurner · 2020-08-24 · in Challenge to scientists: does your ten-year-old code still run?
  10. Sounds very similar to the OSS DVC project: https://github.com/iterative/dvc
    comment by quasiben · 2020-02-20 · in A group of ex-NSA and Amazon engineers are building a ‘GitHub for data’
  11. …there's room and reason for plenty of tools in this space. DVC probably belongs in your list too: https://github.com/iterative/dvc . Looking forward to checking out Open Images.
    comment by kevinemoore · 2019-09-24 · in Launch HN: Quilt (YC W16) – A versioned data portal for S3
  12. ▲ 4
    Data Version Control: Git for Data and Models
    story by kevlar1818 · 2019-08-13 · 0 comments
  13. ▲ 4
    DVC: Data and models versioning for ML projects
    story by adamnemecek · 2019-05-04 · 0 comments
  14. …be implemented soon. There is an ongoing discussion in DVC GitHub about datasets tracking and tags https://github.com/iterative/dvc/issues/1487 and some discussions in DVC discord channel https://dvc.org/chat
    comment by dmpetrov · 2019-02-10 · in DVC – Open Source Machine Learning Version Control System
  15. ▲ 2
    Data Version Control – Git for Data Scientists
    story by polm23 · 2018-07-09 · 0 comments