v0.6.5

whylogs release v0.6.5

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]

v0.6.4

whylogs release v0.6.4

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]

v0.6.2 Bug fixes and examples

whylogs release v0.6.2

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
• ❤️ Give us feedback or chat with our team on Slack
• 🛰 Push whylogs profiles directly to WhyLabs Platform for monitoring. Sign up for a free account here

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]

v0.6.1 Profile Viewer and Windows Support

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
• 🛰 Push whylogs profiles directly to WhyLabs Platform for monitoring. Sign up for a free account here

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]

v0.6.0 Bugs and Patches

whylogs release v0.6.0

Hi everyone! We’ve now released whylogs 0.6.0 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes removing some packages from requirements during installation. Along with minor bug fixes, and updates to documentation.

🐛 Bug Fixes

• Read prediction and target field names from regression metric protobuf #279 [@cswarth]

📚 Documentation

• link to our main docs website #274 [@lalmei]

⬇️ Dependencies

• Removing pyarrow and llvmlite from required dependecies #276 [@lalmei]
• Loosen matplotlib dependency constraint #283 [@lalmei]
• Remove reference package #282 [@lalmei]

🚨 CI

• bump version in tag and mainline and publish distribution #275 [@lalmei]

Multi Profile Viewer

Hi everyone! We’ve now released whylogs v0.5.2 🚀.
Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

✨ Features

• Select Multiple Profile in viewer #272 [@valer-whylabs]

🐛 Bug Fixes

• Remove default metadata writer #269 [@lalmei]

v0.5.1 Unicode release

Hi everyone! We’ve now released whylogs 0.5.1 🚀.
whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

• 😊 Unicode support for stringtracker,
• 🐛 Various bug fixes.
• 📚 Documentation updates

📚 Full documentation can be found at https://docs.whylabs.ai or simply head to our Github https://github.com/whylabs/whylogs to learn more., We are always open to feedback at our repo or slack http://join.slack.whylabs.ai/.

✨ Features

• Unicode support for string tracker #266 [@lalmei]

🐛 Bug Fixes

• Check additional attribute in Logger #260 [@lalmei]
• Datasetprofiles reads and writes with smart_open #262 [@lalmei]
• Use default config only if config is None #267 [@lalmei]
• Handle non-string labels when serializing confusion matrix #265 [@andyndang]
• String tracker update with custom character list #263 [@lalmei]

📚 Documentation

• Update Coverage link #261 [@lalmei]

v0.5.0 NLP metrics and Auto Segmentation Release

whylogs release v0.5.0

Hi everyone! We’ve now released whylogs v0.5.0 🚀. whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This release includes:
📝 Support for tracking NLP metrics such as Word Error Rate (WER), Match Error Rate (MER), Word Information Lost (WIL)
𝌋 Auto segmentation to help you discover meaningful segments in your dataset. Save segments for future use so that you can create separate profiles for each segment as data is streamed during deployment or training. Compare segments to help identify bias, and so much more!
🐛 Various Bug fixes.
📚 Documentation updates: Full documentation can be found at https://docs.whylabs.ai or Github https://github.com/whylabs/whylogs
📈 You can push your whylogs profiles directly to WhyLabs Platform for monitoring if you have an API key. Need an API key? Sign up for the free account here: https://bit.ly/whylabs-free-sign-up
❤️ Give us feedback or chat with our team on Slack: http://join.slack.whylabs.ai/

Below is the detailed change log:

✨ Features

• API and method to auto segment features in a model. #255 [@bernease, @lalmei]
• NLP metrics such as Word Error Rate #248 [@lalmei]

🐛 Bug Fixes

• Fix non-tracked character positions in String Tracker merge#257 [@lalmei]
• Fix number of tokens in StringTracker merge #256 [@lalmei]
• Add example showing custom tokenizer for string tracking #253 [@lalmei]

📚 Documentation

• Add String Tracker Notebook example link in README #252 [@lalmei]
• Add example showing custom tokenizer for string tracking #253 [@lalmei]
• update release draft to use correct version number #249 [@lalmei]

🔨 Maintenance

• Refactor datasetprofile's flatten profile #250 [@lalmei]
• Fix make bump-x scripts #258 [@lalmei ]

whylogs: Release v0.4.9

Hi everyone! We’ve now released whylogs v0.4.9 🚀. This release includes support for tracking and visualizing string features, along with some bug fixes and documentation updates. Whylogs is an open standard for data and ML logging created by WhyLabs. 👩🏽‍🔬

This version includes:

✨ Features

• String features such as length, word count, and character position tracking #236 [@lalmei]
• String related visualizations for character position tracking in visualization library #236 [@lalmei]
• Protobuf are written in serialized delimited format by default #243 [@cswarth]
  Note: To read previously default written files use datasetProfile.read_protobuf(protobuf_file_path, delimited_file=False)

🐛 Bug Fixes

• Store null_count in schema tracker only #234 [@andyndang]
• Feature list in the static HTML profile viewer dynamically updates based on checked inferred types #230 [@valer-whylabs]

📚 Documentation

• Added Content profile viewer #239 [@valer-whylabs]
• Notebook example for string tracking #236 [@lalmei]

v0.4.8

v0.4.8 Profile Viewer Release

✨ Features

• Static HTML Profile Viewer #227 [@valer-whylabs]
• Add profile viewer method #229 [@lalmei]
• Enable publishing to WhyLabs #222 [@andyndang]

📚 Documentation

• update README with visualization methods #229 [@lalmei]
• ROV Logging Example #221, #224 [@lalmei]
• Add PR template and Contribution guide #220 , #223 [@lalmei]
• Fix README in pypi #219 [@andyndang]