Whylogs

Hi everyone! We’ve now released whylogs 0.6.7 🚀.
whylogs is the open source standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

- Bump version to release 323 [github-actions]

🐛 Bug Fixes

- Add warning on larger dataframe logging, add perf test and fixture for conditional tests w/ --load 326 [jamie256]
- Update API token when updated in the env variable and recreate client 327 [jamie256]

Hi everyone! We’ve now released whylogs 0.6.6 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

- Added MLFlow writer and new flask and sagemaker examples 316 [jamie256]
- Add regex pattern matching to ValueConstraint 317 [FelipeAdachi]
- [MIGRATION] Move Java code base to whylogs 318 [andyndang]
- [IMPROVEMENT] Switch image profiling to using ImageStats 315 [jamie256]
- Simply dependencies 313 [andyndang]
- Bump version to release v0.6.5 309 [github-actions]

🐛 Bug Fixes

- Fix whylogs init 321 [jamie256]
- Align segment tag handling in python with java, fix typos in example and tests 319 [jamie256]

Hi everyone! We’ve now released whylogs 0.6.5 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

🐛 Bug Fixes

- Fix body of release version bump PR on release process 305 [lalmei]

✨ Features

- Transport parameters 277 [lalmei]

Hi everyone! We’ve now released whylogs 0.6.4 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

🐛 Bug Fixes

- Fix model metric model_type switching and update tests 302 [jamie256]

Hi everyone! We’ve now released whylogs 0.6.2 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽

**Get Involved in the revolution:**
- 👩‍💻 Contribute to the project via our [GitHub](https://github.com/whylabs/whylogs/)
- ❤️ Give us feedback or chat with our team on [Slack](http://join.slack.whylabs.ai/)
- 🛰 Push whylogs profiles directly to WhyLabs Platform for monitoring. Sign up for a free account [here](http://bit.ly/whylabs-free-forever)

This version includes:

✨ Features

- Sagemaker and Flask Example 285 [lalmei]
- Bump to release 293 [lalmei]

🐛 Bug Fixes

- Stop JSONifying data. Bump schema minor version to 2 295 [andyndang]

🗑 Removal of fields
- Stop tracking frequent numbers. These are tracked by frequent items at the column level as strings, so the data is duplicate for numerical columns

📚 Documentation

- Sagemaker and Flask Example 285 [lalmei]

whylogs release v0.6.1.

Hi whylogers! We’ve now released whylogs v0.6.1, check it out! 🚀. Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬
This version includes:

- 🕵🏼‍♂️ Track and visualize the distributions & summary statistics of data with the whylogs profile viewer. The viewer runs locally and offline.
- 📊 Share your profile viewer with anyone as a single file. .
- 💻 whylogs works natively with the latest Windows OS.
- 📚 Documentation updates: Full documentation can be found at https://docs.whylabs.ai/ or Github https://github.com/whylabs/whylogs/

Get Involved in the revolution.

- 👩‍💻 Contribute to the project: https://github.com/whylabs/whylogs/
- ♥️ Give us feedback or chat with our team on [Slack](http://join.slack.whylabs.ai/)
- 🛰 Push whylogs profiles directly to WhyLabs Platform for monitoring. Sign up for a free account [here](http://bit.ly/whylabs-free-forever)

Detailed changelog bellow:

✨ Features

- View profiles summaries directly from code 273 [valer-whylabs] [lalmei]
- Share profile viewer with anyone 273 [valer-whylabs] [lalmei]
- whylogs has been updated for windows. [andyndang ]

🐛 Bug Fixes

- Fix Discrete charts for profile viewer 289 [valer-whylabs]
- Make sure notebook test run in correct poetry kernel 287 [lalmei]
- Fix incorrect paths in notebooks 286 [lalmei]
- Fix UTC timestamps on profiles 284 [phantomgoose]

📚 Documentation

- Update example notebooks 286 [lalmei]

🚨 Testing

- Add coverage for profile viewer and constraints 288 [lalmei]
- Make sure notebook test run in correct poetry kernel 287 [lalmei]