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 upload_batch_profile() in whylogs/api/whylabs/session/session.py near line 324 can throw if there are server side errors, but this is misleading when the profiles are batch profiles that successfully uploaded. ##...
## Description The list of regions supported is a WhyLabs specific set, and we should return a helpful error message with the list of supported regions when there is a...
## Description Its easy to mistakenly upload the same profile twice, and it would make things easier for users if we could detect and skip a subsequent upload, or at...
## Description The CI sets up protoc 3.19.4 which was carefully chosen to provide relatively wide compatibility of message definitions files supporting both the new protobuf 4.x versions as well...
## Description `Writable` represents output to be serialized by whylogs. It will write itself to 1 or more temporary files. A `Writer` takes the temporary file(s) and sends them to...
Automated changes by [create-pull-request](https://github.com/peter-evans/create-pull-request) GitHub action
## Description Currently, our tests and examples support binary and integer relevances, but further inspection needs to be made to check if we support continuous (floats) relevance as the target...
## Description Currently, Ranking metrics don't support segments. We need to investigate why this isn't the case and, if possible, support it. One reason (but possibly not the only reason)...
## Description why.read() throws a PIL warning. Very confusing ``` No module named 'PIL' Unable to load PIL; install Pillow for image support Install Pillow for image support ```
## Description why.read() will fail if numpy isn't installed