└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # ML Tracking [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) 2 | 3 | There are tons of open-source solutions now for tracking ML solutions in real time. Here are some! 4 | 5 | ## Open-Source 6 | 7 | * Replicate.ai https://github.com/replicate/replicate 8 | * LabMl https://github.com/lab-ml/labml 9 | * MLFlow https://github.com/mlflow/mlflow/ 10 | * ML Logger https://github.com/geyang/ml_logger 11 | * DVC https://github.com/iterative/dvc 12 | * Guild.ai https://github.com/guildai/guildai 13 | * Sacred https://github.com/IDSIA/sacred 14 | * Polyaxon https://github.com/polyaxon/polyaxon 15 | * Hopsworks https://github.com/logicalclocks/hopsworks 16 | * Trains https://github.com/allegroai/trains/ 17 | * Aim https://github.com/aimhubio/aim 18 | * Drifter-ML https://github.com/EricSchles/drifter_ml 19 | 20 | ## SAAS 21 | 22 | * Comet https://www.comet.ml/site/ 23 | * WandB https://www.wandb.com/ 24 | * Neptune https://neptune.ai/ 25 | --------------------------------------------------------------------------------