Document Details

Functions Machine Learning Tensorflow
Home / Scan 48 / Functions Machine Learning Tensorflow
❌
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.
GitHub View on GitHub 📚 View on Microsoft Learn

Bias Analysis

Bias Types:
⚠️ windows_first
⚠️ powershell_heavy
⚠️ windows_tools
Summary:
The documentation provides both Linux (bash) and Windows (PowerShell, Cmd) instructions for most steps, but consistently lists Windows-specific commands and tools (PowerShell, Cmd, 'py' launcher) before or alongside Linux equivalents. Some troubleshooting and environment setup guidance is Windows-specific, and Windows tools (e.g., registry edits, 'py' launcher) are mentioned without Linux/macOS parallels. There is a slight preference for Windows-first presentation and more detailed Windows troubleshooting.
Recommendations:
  • Alternate the order of platform-specific tabs or examples, sometimes listing bash/Linux first to avoid implicit prioritization of Windows.
  • Where Windows-specific troubleshooting is provided (e.g., registry edits for long paths), add equivalent Linux/macOS troubleshooting tips if applicable, or explicitly state when an issue is Windows-only.
  • When referencing tools like the 'py' launcher (Windows), clarify the equivalent commands for Linux/macOS (e.g., always show 'python3' or 'python' usage).
  • Ensure that all environment setup, activation, and troubleshooting steps are equally detailed for Linux/macOS as for Windows.
  • Consider adding a summary table of commands for all platforms at the end of each section for quick reference.
  • Review the order of platform-specific instructions to avoid always listing Windows first, which can reinforce a Windows-centric perspective.
GitHub Create pull request

Scan History

Date Scan ID Status Bias Status
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-09 13:09 #3 cancelled ✅ Clean
2025-07-08 04:23 #2 cancelled ❌ Biased

Flagged Code Snippets

copy ..\resources\predict.py classify
cd start py -3.7 -m venv .venv .venv\scripts\activate
copy ..\resources\model\* classify
copy ..\resources\predict.py classify
cd start py -3.7 -m venv .venv .venv\scripts\activate
# [PowerShell](#tab/powershell)
cd start py -3.7 -m venv .venv .venv\scripts\activate
copy ..\resources\model\* classify