Document Details
Machine Learning Pytorch
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.
Bias Analysis
Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation provides command examples for Bash, PowerShell, and Cmd, but Windows-specific tools and patterns are often mentioned first or exclusively. Windows command-line tools (PowerShell, Cmd) are given equal or greater prominence than Bash, and Windows-specific issues (such as long path errors and registry edits) are described in detail, while Linux/macOS troubleshooting is minimal. The use of 'py' for Python version checks and virtual environment activation is Windows-centric. Visual Studio Code is recommended as the editor, which is cross-platform but often associated with Windows. Some troubleshooting tips are Windows-only.
Recommendations
- Ensure Linux/macOS troubleshooting tips are provided with equal detail as Windows (e.g., common pip/venv issues on Linux).
- Present Bash/Linux/macOS examples first, or alternate the order in code tabs to avoid Windows-first bias.
- When discussing errors (such as long path issues), include equivalent Linux/macOS filesystem or permissions issues and their solutions.
- Mention Linux/macOS equivalents for Windows-specific commands (e.g., use 'python' instead of 'py' for version checks and venv activation on non-Windows systems).
- Highlight cross-platform editors and tools, and avoid implying Visual Studio Code is the only recommended option.
- Add troubleshooting sections for Linux/macOS environments, such as common package installation errors, permission issues, or Python path problems.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
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| 2026-01-13 00:00 | #246 | completed |
Biased
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| 2026-01-12 00:00 | #243 | cancelled |
Biased
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| 2026-01-11 00:00 | #240 | completed |
Biased
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| 2026-01-10 00:00 | #237 | completed |
Biased
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| 2026-01-09 00:34 | #234 | completed |
Biased
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| 2026-01-08 00:53 | #231 | completed |
Biased
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| 2026-01-06 18:15 | #225 | cancelled |
 Clean
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| 2025-08-17 00:01 | #83 | cancelled |
Clean
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| 2025-07-13 21:37 | #48 | completed |
Clean
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| 2025-07-09 13:09 | #3 | cancelled |
Clean
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| 2025-07-08 04:23 | #2 | cancelled |
Biased
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