Whylogs

Hi everyone! We’ve now released whylogs 1.1.15 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

- Fix deserialize timezone info and merge of _metadata 1000 [jamie256]
- fixing broken links in examples/README.md 999 [FelipeAdachi]
- Add actions to ConditionCountMetric 989 [richard-rogers]
- update ks experiments 995 [FelipeAdachi]
- add condition_meets constraints factory helper function for condition count metrics. 991 [FelipeAdachi]
- viz - make null or undefined statistics appear as "-" instead of 0 986 [FelipeAdachi]
- replace UCI repository dataset link to local S3 one 993 [FelipeAdachi]
- Fix Open in Colab link on Constraints_Suite 992 [jamie256]
- add tooltip text to "Observations" in summary drift report and profile summary 988 [FelipeAdachi]

Hi everyone! We’ve now released whylogs 1.1.14 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

- Fix formatted output for warning message when referencing utc_now 984 [jamie256]
- default performance metrics log full data false 980 [jamie256]
- add feature weights example to repository 982 [FelipeAdachi]
- Add error/warning logging for old or future dataset_timestamps 977 [jamie256]
- Add summary information to Viz' Constraints Report 976 [FelipeAdachi]
- Add setter for dataset_timestamp and model_performance_metrics 978 [jamie256]

Hi everyone! We’ve now released whylogs 1.1.13 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

- pyspark datasetschema 972 [gramhagen]
- local segmented profiles serialization fix 971 [jamie256]
- Delete datasets symbolic link 970 [FelipeAdachi]
- Add timezone info to default dataset_timestamp 969 [jamie256]
- Standardize using single quotes around pip install in examples 960 [jamie256]

Hi everyone! We’ve now released whylogs 1.1.12 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

- Fix whylabs upload bug 963 [jamie256]

Hi everyone! We’ve now released whylogs 1.1.11 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

- Allow passing schema to log method 957 [jamie256]
- add benchmark for KS test. 951 [FelipeAdachi]
- Add separate NaN and inf counts, added tests 955 [jamie256]
- Don't reopen tempfile when writing profiles 954 [jamie256]
- enable quantiles as a parameter for KS drift calculation 945 [FelipeAdachi]
- [fix] Docs: Replacing advanced with basic examples 944 [murilommen]

Hi everyone! We’ve now released whylogs 1.1.10 🚀.
whylogs is the open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

- Java Loggers 939 [TheMellyBee]

✨ Features

- implements hellinger distance as a drift calculation 940 [FelipeAdachi]
- Add zero() to result_set and DatasetProfileView and test merge 942 [jamie256]

🐛 Bug Fixes

- Avoid KeyError indexing into pandas DataFrame 928 [jamie256]
- [Fix] Fixing broken links on readme 941 [murilommen]

📚 Documentation

- Adjusting overall README examples and integrations 934 [murilommen]