How can I test TensorFlow.js models effectively?
An example of an AI chatbot conversation about testing TensorFlow.js models.
How can I test TensorFlow.js models effectively?
You can test TensorFlow.js models by using the built-in testing functions, or by creating custom test cases.
What are some common issues I might encounter while testing?
Common issues include model performance discrepancies, incorrect input shapes, and unexpected outputs.
Can I use any specific tools for testing?
Yes, tools like Jest for unit testing and TensorFlow.js's own testing utilities can be very helpful.
How do I debug a model that isn't performing as expected?
You can debug by checking the model architecture, reviewing the training data, and visualizing the model's predictions.
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