dvc VS aim

Compare dvc vs aim and see what are their differences.

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dvc aim
108 70
13,032 4,711
1.6% 3.9%
9.7 7.9
about 12 hours ago about 18 hours ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

dvc

Posts with mentions or reviews of dvc. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-06.

aim

Posts with mentions or reviews of aim. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-05.

What are some alternatives?

When comparing dvc and aim you can also consider the following projects:

MLflow - Open source platform for the machine learning lifecycle

lakeFS - lakeFS - Data version control for your data lake | Git for data

Activeloop Hub - 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]

tensorboard - TensorFlow's Visualization Toolkit

delta - An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️

git-submodules - Git Submodule alternative with equivalent features, but easier to use and maintain.

guildai - Experiment tracking, ML developer tools

palm-dbt - dbt plugin for Palm CLI

git-lfs - Git extension for versioning large files

metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!