Pega Data Scientist Tools V3.3

HealthCheck App Changes

In this release, we've primarily focused on improving the HealthCheck app, making it more powerful and user-friendly.

• Beyond the comprehensive global HealthCheck report, you now have the capability to generate individual model reports. These reports allow you to delve into the performance of a specific model, providing an in-depth view of predictors and their individual effects on propensity.
• You can now run HealthCheck in the cloud, directly from GitHub without the need to install any tools. A Github codespace is a development environment that's hosted in the cloud. Each codespace you create is hosted by GitHub in a Docker container, running on a virtual machine. See the Wiki for all the possible ways to run the ADM HealthCheck.
• If our out-of-the-box report isn't quite what you're looking for, you can now export the latest Datamart Snapshot in Excel format, empowering you to perform your own custom analysis.
• You can save your filters and upload them later to avoid repetition.

Code Changes

• Added support for Python 3.12
• Aligned with performance improvements coming with the latest version of polars

What's Changed

• Health Check update by @yusufuyanik1 in #115
• HealthCheck fixes by @yusufuyanik1 in #117
• Article Fixes by @yusufuyanik1 in #121
• Revert changes in Data Anonymization article by @yusufuyanik1 in #122
• Made the off line reports shine even more by @operdeck in #123
• fix overtime plot metric by @yusufuyanik1 in #124
• polars version upgrade by @yusufuyanik1 in #125
• polars version update remaining by @yusufuyanik1 in #126
• Initial cut of python version of off-line model reports by @operdeck in #129
• Usability updates to the Value Finder code by @StijnKas in #131
• Update test to reflect the new treatment col by @StijnKas in #133
• Add devcontainer in support for codespaces by @StijnKas in #135
• Added mostly TODOs and fixed some text and simple layout things by @operdeck in #137
• Added trivial cmd line args for easier calling from the outside by @operdeck in #139
• Issue 128 by @operdeck in #142
• ALigned channel overview by @operdeck in #143
• Update-azureopenai-version by @StijnKas in #150
• Reports more robust for various cornercases by @operdeck in #151
• Included colored styling in tables to highlight issues. Made model re… by @operdeck in #152
• Hc improvements by @operdeck in #154
• Hc improvements by @operdeck in #161
• Fixed incorrect BinIndex type by @StijnKas in #162
• Bump version & bump polars min version by @StijnKas in #164
• Standalone Report improvements by @operdeck in #166
• Replaced gains charts in HC by @operdeck in #168
• Supporting utilities to run reports in batch and unattended by @operdeck in #170
• Bump azure openai version to latest, support openai v1 by @StijnKas in #169
• Streamlit App Changes by @yusufuyanik1 in #155
• Doc cleanup by @operdeck in #172
• Dropped old batch scripts in favor of recently introduced new ones by @operdeck in #173
• HealthCheck fix by @yusufuyanik1 in #171
• remove context_keys selection in app by @yusufuyanik1 in #174
• Fix errors and depreciations from polars version bump by @yusufuyanik1 in #176
• improve polars patch PR by @yusufuyanik1 in #177
• Python 3.12 support, bump version by @StijnKas in #144

Full Changelog: V3.2...V3.3