Skip to content
#

custom-logs

Here are 7 public repositories matching this topic...

Jupyter notebooks on custom loss functions in TensorFlow/Keras: modified MSE penalizing overconfidence and Categorical Focal Loss with L1/L2 regularization for imbalanced multi-class tasks (e.g., cats_vs_dogs). Includes model building, preprocessing, GPU checks, and focuses on learning mechanics over metrics.

  • Updated Aug 17, 2025
  • Jupyter Notebook

Implementation of a Siamese Network in TensorFlow/Keras for handwritten digit similarity detection on the MNIST dataset. Demonstrates metric learning using a custom contrastive loss function and shared-weight CNNs.

  • Updated Aug 17, 2025
  • Jupyter Notebook

Improve this page

Add a description, image, and links to the custom-logs topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the custom-logs topic, visit your repo's landing page and select "manage topics."

Learn more