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This is where all the features to improve existing flows or new ideas are tracked
No due date•0/6 issues closedAdd text data monitoring and text model monitoring features
Overdue by 1 year(s)•Due by September 30, 2023Integrate with tools like: 👉 MLflow 👉 Airflow 👉 Seldon core 👉 weights and biases 👉 Dagshub 👉 Neptune and others
No due date•0/2 issues closedThe target is to have a full-featured image models and data monitoring platform with explainability features. High level we should be able to: 👉 cover all image metrics for data quality 👉 all image monitor metrics for object detection and segmentation models 👉 data and context drifting for image models 👉 XAI for images 👉 choose where to get training and inference set (S3) 👉 full-featured UI that you can configure all the above 👉 full-featured SDK that you can configure all the above
Overdue by 1 year(s)•Due by June 30, 2023Alerts of whitebox should integrate with standard tools like: 👉 slack 👉 mails 👉 discord ❓ GitHub (maybe) And other standard tools
Overdue by 1 year(s)•Due by June 30, 2023The target is to have a full-featured machine learning and data monitoring platform with explainability features. High level we should be able to: 👉 cover all tabular data metrics for data quality 👉 all machine learning monitor metrics for classification and regression models 👉 data and context drifting for machine learning models 👉 XAI / feature importance for one data point and whole inference set 👉 choose where to get training and inference set (S3 and SQL) 👉 full-featured UI that you can configure all the above 👉 full-featured SDK that you can configure all the above
Overdue by 2 year(s)•Due by March 31, 2023•9/15 issues closed