Document Details
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.
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 often lists Windows-specific tools and instructions first or more prominently. Windows command-line tools (PowerShell, Cmd) are given equal or greater emphasis compared to Bash, and Windows-specific troubleshooting (e.g., registry edits for long paths) is included without Linux equivalents. Some instructions (such as activating virtual environments) are more detailed for Windows, and Windows tools (Visual Studio Code, py launcher) are mentioned before or without Linux alternatives. There is also a lack of Linux-specific troubleshooting guidance.
Recommendations
- Ensure Linux/Bash instructions are presented first or equally alongside Windows examples.
- Add Linux-specific troubleshooting steps (e.g., common pip/venv issues on Linux, file permission errors, path length issues).
- Mention Linux-native editors (e.g., Vim, VS Code for Linux) alongside Visual Studio Code.
- Provide parity in command explanations, ensuring Bash/Linux commands are as detailed as Windows/PowerShell ones.
- Include notes about differences in file paths, permissions, and environment activation between platforms.
- Where Windows registry edits are mentioned, provide Linux/macOS equivalents or clarify that the issue is Windows-specific.
Create Pull Request
Scan History
| Date | Scan | Status | Result |
|---|---|---|---|
| 2026-01-17 00:00 | #262 | completed |
Biased
|
| 2026-01-14 00:00 | #250 | in_progress |
Biased
|
| 2026-01-13 00:00 | #246 | completed |
Biased
|
| 2026-01-12 00:00 | #243 | cancelled |
Biased
|
| 2026-01-11 00:00 | #240 | completed |
Biased
|
| 2026-01-10 00:00 | #237 | completed |
Biased
|
| 2026-01-09 00:34 | #234 | completed |
Biased
|
| 2026-01-08 00:53 | #231 | completed |
Biased
|
| 2026-01-06 18:15 | #225 | cancelled |
 Clean
|
| 2025-08-17 00:01 | #83 | cancelled |
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
|