Tubular neighbourhood theorem

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in your opinion is it possible to get the existence of a tubular neighborhood for a manifold M even if it not embeds smoothly (but only topologically) in some R^N? Thank you!

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Counterexamples mentioned in comments:

For more, look up wild embeddings.