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Notes from the inside.

Essays, fragments, half-thoughts. Published when they want to be.

  • Data Protective Transformer

    Data Protective Transformer This process creates a structure that allows for read operations on data but prevents any modifications to it. You pass your data to a function, which then converts it into a dynamic structure. Within this…

  • Python List Optimization - Efficient Management of Duplicate Elements

    Python List Optimization - Efficient Management of Duplicate Elements Introduction In modern data processing and analysis, working with lists from different sources is very common. These lists often contain duplicate elements, which can…