Fix in plots

[ternaus]

No description provided.

[sourcery-ai]

Reviewer's Guide by Sourcery

This pull request improves the speedup distribution plots by enhancing their aesthetics and readability using seaborn, and updates the minimum required Python version to 3.13. It also updates the development requirements.

Updated class diagram for plot_speedup_distribution function

classDiagram
    class plot_speedup_distribution{
        +comparison_df: DataFrame
        +reference_library: str
        +output_path: str
        +max_speedup: float
        +total_transforms: int
        +transforms_with_multiple_library_support: int
        +hist_color: str
        +top_color: str
        +bottom_color: str
        +fig: Figure
        +ax1: Subplot
        +ax2: Subplot
        +ax3: Subplot
        +typical_speedups: Series
        +top_10: DataFrame
        +bottom_10: DataFrame
        +stats_text: str
        +palette: list
        +plot_speedup_distribution(comparison_df, reference_library, output_path, max_speedup)
    }
    note for plot_speedup_distribution "Updated aesthetics using seaborn\nIncreased height for better spacing\nAdded color palette\nImproved text labels and positioning"

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File-Level Changes

Change	Details	Files
Improved the aesthetics and readability of the speedup distribution plot.	Set seaborn style to "whitegrid" for better aesthetics. Set seaborn context to "paper" with a font scale of 1.1. Defined a color palette for consistent coloring of plot elements. Increased the figure height for better spacing of subplots. Removed the median speedup line and legend from the histogram. Used sns.histplot instead of ax1.hist. Used sns.barplot instead of ax2.barh and ax3.barh. Removed y-label "Transform" from the bar plots. Added text labels for speedup values on the bar plots. Adjusted the position and appearance of the statistics text. Increased the top margin for the suptitle. Updated the bounding box style of the stats text.	tools/generate_speedup_plots.py
Updated the minimum required Python version to 3.13.	Changed requires-python to ">=3.13" in pyproject.toml. Set target-version to py313 in pyproject.toml. Set python_version to 3.13 in pyproject.toml.	pyproject.toml
Updated the development requirements.	Removed specific versions of packages.	requirements-dev.txt

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[sourcery-ai]

Hey @ternaus - I've reviewed your changes - here's some feedback:

Overall Comments:

• Consider defining the color palette outside the function to avoid recomputation on every call.
• It might be helpful to add a brief description of what the max_speedup parameter represents in the function's docstring.

Here's what I looked at during the review

• 🟢 General issues: all looks good
• 🟢 Security: all looks good
• 🟢 Testing: all looks good
• 🟡 Complexity: 1 issue found
• 🟢 Documentation: all looks good

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