python

TensorFlow Keras API Method Missing

tensorflow.*keras.*Model.*has no attribute.*predict_proba

Fixes

1.Use model.predict() instead of predict_proba()
2.Wrap model output with sigmoid/softmax for probabilities
3.Use model(input, training=False) for inference

tensorflowkerasapi

Related Errors

Asyncio event loop already running

RuntimeError: This event loop is already running

•Use nest_asyncio.apply() to allow nested event loops
•Use asyncio.run_coroutine_threadsafe() instead of asyncio.run()

Coroutine never awaited

RuntimeWarning: coroutine '.*' was never awaited

•Add 'await' before the coroutine call
•Use asyncio.create_task() to schedule the coroutine

Asyncio task was cancelled

asyncio\.CancelledError

•Handle CancelledError in try/except within the task
•Use asyncio.shield() to protect critical sections from cancellation