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
Bias Types:
⚠️
windows_first
⚠️
powershell_heavy
⚠️
windows_tools
⚠️
missing_linux_example
Summary:
The documentation provides cross-platform instructions, but there is a subtle Windows bias. Windows-specific tools and patterns (such as 'py' launcher, registry edits, and PowerShell/Cmd examples) are mentioned or prioritized. Linux instructions are present but sometimes secondary or less detailed. Troubleshooting tips focus on Windows-specific issues, and the order of examples often lists Windows shells before bash.
Recommendations:
- Ensure that bash/Linux instructions are always presented first or equally alongside Windows examples, especially in code tabs and command listings.
- Provide Linux/macOS-specific troubleshooting tips (e.g., permissions, path issues) alongside Windows-specific ones.
- Avoid referencing Windows-only tools (like the 'py' launcher or registry edits) without Linux/macOS equivalents or explanations.
- When mentioning editors or tools (e.g., Visual Studio Code), clarify their cross-platform availability.
- Balance the depth of instructions and troubleshooting for all platforms, not just Windows.
- Explicitly state when a command or step differs between platforms, and provide clear alternatives for each.
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Scan History
| Date | Scan ID | Status | Bias Status |
|---|---|---|---|
| 2025-07-12 23:44 | #41 | in_progress | ❌ Biased |
| 2025-07-12 00:58 | #8 | cancelled | ✅ Clean |
| 2025-07-10 05:06 | #7 | processing | ✅ Clean |
Flagged Code Snippets
copy ..\resources\predict.py classify
copy ..\resources\labels.txt classify
cd start
py -m venv .venv
.venv\scripts\activate
copy ..\resources\predict.py classify
copy ..\resources\labels.txt classify
py -m http.server
cd start
py -m venv .venv
.venv\scripts\activate
py -m http.server