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