https://github.com/srush/awesome-ml-tracking

https://github.com/srush/awesome-ml-tracking

List: awesome-ml-tracking

Last synced: 29 days ago
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• Host: GitHub
• URL: https://github.com/srush/awesome-ml-tracking
• Owner: srush
• Created: 2020-12-14T03:24:09.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2021-01-14T18:16:39.000Z (almost 4 years ago)
• Last Synced: 2024-05-23T04:12:53.124Z (6 months ago)
• Size: 5.86 KB
• Stars: 102
• Watchers: 8
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ML Tracking [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome)

There are tons of open-source solutions now for tracking ML solutions in real time. Here are some!

## Open-Source

* Replicate.ai https://github.com/replicate/replicate

* LabMl https://github.com/lab-ml/labml

* MLFlow https://github.com/mlflow/mlflow/

* ML Logger https://github.com/geyang/ml_logger

* DVC https://github.com/iterative/dvc

* Guild.ai https://github.com/guildai/guildai

* Sacred https://github.com/IDSIA/sacred

* Polyaxon https://github.com/polyaxon/polyaxon

* Hopsworks https://github.com/logicalclocks/hopsworks

* Trains https://github.com/allegroai/trains/

* Aim https://github.com/aimhubio/aim

* Drifter-ML https://github.com/EricSchles/drifter_ml

## SAAS

* Comet https://www.comet.ml/site/

* WandB https://www.wandb.com/

* Neptune https://neptune.ai/