aim VS guildai

Compare aim vs guildai and see what are their differences.

guildai

Experiment tracking, ML developer tools (by guildai)
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aim guildai
70 16
4,711 855
3.9% 1.1%
7.9 8.8
1 day ago 8 months 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.

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.

guildai

Posts with mentions or reviews of guildai. 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 aim and guildai you can also consider the following projects:

MLflow - Open source platform for the machine learning lifecycle

tensorboard - TensorFlow's Visualization Toolkit

dvc - ๐Ÿฆ‰ ML Experiments and Data Management with Git

pytorch-lightning - Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

wandb - ๐Ÿ”ฅ A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.

Sacred - Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

labml - ๐Ÿ”Ž Monitor deep learning model training and hardware usage from your mobile phone ๐Ÿ“ฑ

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