Setting up a Windows Event Collector
Intercept and log PHP exceptions/errors/warnings.
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.
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.
Collect, Transform and Load custom logs to Azure Log Analytics Workspace
Log wrapper
Use custom logs from azure vm to monitor resources and alert on events
Add a description, image, and links to the custom-logs topic page so that developers can more easily learn about it.
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