🐻❄️ Machine learning and data monitoring
The 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 importan…
The 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