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 demonstrates a moderate Windows bias. Windows-specific tools and patterns (such as 'py' launcher, PowerShell, registry edits) are mentioned frequently and sometimes before Linux equivalents. Troubleshooting advice is Windows-centric, and some commands (e.g., activating virtual environments, copying files) are shown for Windows shells (PowerShell, Cmd) alongside bash, but Windows-specific issues (like long path errors) are explained in detail while Linux/macOS issues are less covered. The use of Visual Studio Code (a cross-platform editor but often associated with Windows) is highlighted, and the 'py' launcher is referenced for Python version checks and script execution, which is not standard on Linux/macOS. Some troubleshooting and installation steps are missing Linux/macOS equivalents or deeper explanations.
Recommendations
- Ensure troubleshooting advice covers Linux/macOS issues with equal detail (e.g., permissions, package manager errors, path length limits on Linux).
- Present Linux/macOS examples before or alongside Windows examples, rather than after.
- Avoid assuming the presence of the 'py' launcher; use 'python3' for Linux/macOS and clarify differences.
- Include Linux/macOS-specific troubleshooting tips for common problems (e.g., venv activation issues, dependency installation errors).
- Mention cross-platform editors other than Visual Studio Code, or clarify its cross-platform nature.
- When referencing Windows registry edits, provide equivalent advice for Linux/macOS (e.g., handling long paths, file system limits).
- Balance the depth of explanation for platform-specific errors and solutions.
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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