ML Tracking

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/