ZnTrack

Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks. (by zincware)
Review Python Git Data Science Machine Learning developer-tools Reproducibility data-version-control dvc
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zntrack.readthedocs.io
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ZnTrack

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ZnTrack reviews and mentions

Posts with mentions or reviews of ZnTrack. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-05.
  • What are some good examples of well-engineered pipelines
    3 projects | /r/ScientificComputing | 5 Apr 2023
    I expaned a bit on them with my own package https://zntrack.readthedocs.io/ - a general framework for building DVC pipelines through python scripts (and more). This finally brings me to the project I'm actually working on https://github.com/zincware/IPSuite which brings all of this together for the specific use case of machine learned interatomic potentials.
  • HPC Rocket - A tool to run Slurm jobs from CI pipelines
    4 projects | /r/Python | 3 Jan 2022
    This looks really interesting! I have a similar scenario but haven't looked into it yet. Have you looked at dvc.org - I'm planning on using it together with slurm and what they call CML for my projects. On that context I also wrote a tool that makes DVC more pythonic https://github.com/zincware/ZnTrack altough I'm currently restructuring it a bit but having backwards compatibility in mind.

Stats

Basic ZnTrack repo stats
2
51
8.2
11 days ago

zincware/ZnTrack is an open source project licensed under Apache License 2.0 which is an OSI approved license.

The primary programming language of ZnTrack is Python.

Popular Comparisons

  1. ZnTrack VS fiftyone
  2. ZnTrack VS jacamar-ci
  3. ZnTrack VS example-get-started
  4. ZnTrack VS IPSuite
  5. ZnTrack VS mlem
  6. ZnTrack VS hpc-rocket
  7. ZnTrack VS messages
  8. ZnTrack VS Activeloop Hub
  9. ZnTrack VS dvc
  10. ZnTrack VS localscope

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