Insofar as we take `.ts` files seamlessly yes -- though to be clear, one does not simply "run" TypeScript. There are no runtimes for TypeScript directly (there's AssemblyScript that _looks_ like TypeScript, but isn't exactly TypeScript)
We've simply incorporated the type-checking and transpiling steps into the deno cli, making it super simple to get going, no config needed.