ClearML
OSSClearML is an open-source MLOps platform designed to automate experiment tracking, dataset versioning, and model managem...
Comparable Model Data and Experiment Management AI agents, ranked by popularity. Not sold on Aim? These are the closest options worth a look.
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Aim is an open-source tool designed to track, search, and compare machine learning experiments. It logs training runs, metrics, and hyperparameters, enabling reproducible and organized model development. Its lightweight design integrates with existing ML workflows.
ClearML is an open-source MLOps platform designed to automate experiment tracking, dataset versioning, and model managem...
Dolt is a version-controlled SQL database that combines the functionality of a relational database with Git-like operati...
DVC (Data Version Control) is an open-source tool designed to manage machine learning models, data, and experiments usin...
Keepsake is an open-source tool designed to version control machine learning experiments by tracking code, data, and mod...
KitOps provides a standardized way to package, version, and share AI/ML models, datasets, and experiments. It integrates...
lakeFS provides version control for data lakes, enabling atomic commits, branching, and rollback capabilities on top of ...
Neptune is a metadata store for MLOps focused on tracking, versioning, and managing machine learning experiments. It ena...
Polyaxon is an open-source platform for managing machine learning workflows, enabling teams to track experiments, automa...
Quilt is an open-source platform for versioning, managing, and deploying datasets and machine learning models. It focuse...
Sacred is a Python library designed to manage and track machine learning experiments, providing tools for configuration,...
TerminusDB is a graph database management system designed for version-controlled data storage and collaboration, functio...