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Not possible on windows phone but you can do that on windows 10, project Astoria was introduced by Microsoft to bridge Android app into Windows Phone but the project was later scrapped .
Unfortunately the only option for you is to get a different phone entirely. These discussions tend to have only one answer and not go places. Thread closed.