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I want a tutorial and pure code (prefer in Python or Java) for a simple development of term frequency–inverse document frequency (TF-IDF). You are feel free to find a code from internet but it should be presented to me via a proper report (accompany with used data). Note that you are not allowed to use software packages/systems for this project. Again, I ONLY want pure code.