Create, visualize, run & benchmark DVC pipelines in Python & Jupyter notebooks. (by zincware)

ZnTrack Alternatives

Similar projects and alternatives to ZnTrack

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better ZnTrack alternative or higher similarity.

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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.


Basic ZnTrack repo stats
6 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.

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