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 Make subclasses pay attention to changed default member values. ## Changes - Make resolvers, type_mapper, default_config use default_factory so their defaults can be overridden in subclasses ## Related
## Description Datasets Module: - implementation - tests - documentation - example ## Changes - Imperative commit or change title (commit ID) - Add some bullet points to explain the...
## Description `whylogs` has a dependency: `whylogs-sketches`. When you try accessing the code repository of `whylogs-sketches` on PyPI (https://pypi.org/project/whylogs-sketching), it points to the following repository, which DOES NOT EXIST or...
## Description Part of the longer effort to port v1 to Java. This iteration is a chunk of code that involves the Metric, Integral Metric and supporting classes along with...
## Description With restructuring of project folders, some links in README.md became broken and we didn't notice. We need a way to automatically test for this.
## Description The java readme is based on the v0 content and is also out of date for v0. We need to update this to reflect its placeholder status, ahead...
## Description Today SummaryDriftReport only prints out some pre-defined metrics. It would be nice to be able to decide what other metrics to include on this report (and some users...
## Description Error copied below from https://github.com/whylabs/whylogs/runs/7641287610?check_suite_focus=true#step:8:50 ``` Run # from refs/tags/v[1](https://github.com/whylabs/whylogs/runs/7641287610?check_suite_focus=true#step:8:1).2.3 get 1.2.3 1.0.9 Reading config file .bumpversion.cfg: [bumpversion] current_version = 1.0.8 tag = False parse = (?P\d+)\.(?P\d+)\.(?P\d+)(\-(?P[a-z]+)(?P\d+))? serialize...
## Description Support collecting metrics as application runs in Python in the background (every 5-10 seconds, for example). Use case is in deep learning models (or any models), data size...
## Description Ramandeep Singh Regarding the latest i.e. whylogs v1 API changes. We moved from just having ColumnProfile to ColumnProfile->ColumnProfileView for serializing/deserializing and this is unidirectional. This leads to the...