[Statistics question]: Presentation

[haesleinhuepf]

I need a powerpoint presentation about activation functions. We should create three plots:

• Linear activation
• Sigmoid
• ReLu

All three plots should be saved as .png files.

Afterwards, we can create a powerpoint presentation with three slides explaining the principles behind also showing the respective png next to the text.

[haesleinhuepf]

^{This message was generated by git-bob (version: 0.12.1dev, model: gpt-4o-2024-08-06), an experimental AI-based assistant. It can make mistakes and has limitations. Check its messages carefully.}

In response to the GitHub issue requesting a PowerPoint presentation on activation functions, several changes were made. The files "linear_activation.png," "relu_activation.png," and "sigmoid_activation.png" were added, each containing plots for linear, ReLU, and sigmoid activation functions, respectively. These plots were generated using a newly created Jupyter notebook, "activation_functions_plots.ipynb," which includes the code and markdown necessary for plotting the activation functions and saving the plots as PNG images.

• Linear activation plot created and saved as a PNG file.
• ReLU activation plot created and saved as a PNG file.
• Sigmoid activation plot created and saved as a PNG file.
• activation_functions_plots.ipynb Jupyter notebook containing code to generate activation function plots and export them as PNG images.

During solving this task, the following errors occurred:

• Error during {'action': 'create', 'filename': 'activation_functions_presentation.pptx'}: [Errno 2] No such file or directory: 'C:\\structure\\code\\git-bob-playground\\banner3.png'

      Traceback (most recent call last):
    File "C:\structure\code\git-bob\src\git_bob\_ai_github_utilities.py", line 495, in solve_github_issue
      created_files = create_or_modify_file(repository, issue, filename, branch_name, discussion,
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
    File "C:\structure\code\git-bob\src\git_bob\_ai_github_utilities.py", line 338, in create_or_modify_file
      make_slides(new_content, filename)
    File "C:\structure\code\git-bob\src\git_bob\_utilities.py", line 628, in make_slides
      image = Image.open(image_path)
              ^^^^^^^^^^^^^^^^^^^^^^
    File "C:\Users\rober\miniforge3\envs\bob-env\Lib\site-packages\PIL\Image.py", line 3431, in open
      fp = builtins.open(filename, "rb")
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  FileNotFoundError: [Errno 2] No such file or directory: 'C:\\structure\\code\\git-bob-playground\\banner3.png'