Example: TensorFlow (non-DP)

This example trains a tiny Keras MLP on synthetic data.

What this is / is not - Is: A minimal Keras baseline with accuracy metrics and reproducibility. - Is not: A DP example. For DP with TF, consider integrating tensorflow-privacy. - Is not: The orchestration walkthrough. For register/start/status/report, see technical/train_model.md.

When to use - Quick neural baseline for TensorFlow users. - Prior to adding DP (swap in TF-Privacy optimizer later).

Prerequisites - Python deps:

pip install tensorflow

Run it

python examples/tensorflow_demo.py --epochs 5 --batch_size 64 --lr 0.1 --hidden 8 --seed 0

Output (sample)

Train acc: 0.86 | Test acc: 0.84

Notes - This is a non-DP baseline. For DP with TensorFlow, integrate tensorflow-privacy.