resnet-demo

Increment demo

This repository includes minimal TensorFlow examples that learn to output x + 1 for inputs in [0, 255].

Running the demo

Use the uv project manager to install dependencies and run the script:

uv run python increment_demo.py
# or run the ResNet-style variant
uv run python resnet_increment_demo.py

Each script prints test metrics, sample predictions, and the final learned weights for every trainable layer so you can inspect the parameters directly.