whylogs
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whylabs
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collecti...
## Description This repository needs a Profile store wrapper, that will manage `get` and `write` for structured timestamp-based queries - [x] I have reviewed the [Guidelines for Contributing](CONTRIBUTING.md) and the...
## Description Brings in the DatasetProfile/View and ColumnProfile/View. Also creates the StandardResolver and small changes to Metric to allow for needed methods. - [X] I have reviewed the [Guidelines for...
## Description Ran `make bump-patch` to sync version with last release after hitting failure in the automatic PR generation. Excluded .bumpversion.cfg from pre-commit hook checking trailing whitespace since bump2version adds...
## Description  - System info - Operating system and version: - Browser and version: - Steps to reproduce: - Step - Next step ## Suggestions ## Related Relates to...
## Description column names are not restricted in whylogs other than being serialized into protobuf as key of a map field, and if a user inputs a very long string...
## Description When metrics are serialized, it is possible that the values in python are out of range with their message format's range: e.g. a python `int` value can be...
## Description It would be useful to have a GCS writer for whylogs and example similar to our s3 writer and example.
## Description It would be useful to have a writer integration with comet-ml for whylogs and example notebook.
## Description Going here: https://whylogs.readthedocs.io/en/v0.7.9/getting_started.html and clicking on any of the links to examples,returns a 'Does not exist'.
## Description Usability issue with helper functions that create segments for schema override: segmentation on column is simple, but using filters without column segments is error prone. Need to create...