ZnTrack Alternatives

Similar projects and alternatives to ZnTrack

dvc

109 13,093 9.7 Python ZnTrack VS dvc

🦉 ML Experiments and Data Management with Git
fiftyone

16 6,654 10.0 Python ZnTrack VS fiftyone

The open-source tool for building high-quality datasets and computer vision models
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
mlem

18 704 8.2 Python ZnTrack VS mlem

Discontinued 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞
jacamar-ci

2 - - ZnTrack VS jacamar-ci
messages

1 5 7.0 CMake ZnTrack VS messages

xcompute sub-module (CAE schema layer) including serialization utilities and bindings (by XplicitComputing)
Activeloop Hub

31 4,807 9.9 Python ZnTrack VS Activeloop Hub

Discontinued Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake] (by activeloopai)
IPSuite

2 14 8.9 Python ZnTrack VS IPSuite

Machine Learned Interatomic Potential Tools
WorkOS

workos.com sponsored

The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
hpc-rocket

1 24 4.8 Python ZnTrack VS hpc-rocket
example-get-started

2 167 0.0 Python ZnTrack VS example-get-started

Get started DVC project

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.