The counter-intuitive rise of Python in scientific computing

This page summarizes the projects mentioned and recommended in the original post on /r/Python
Python Science and Data analysis Data Visualization julia-language Julia

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  • Numba

    NumPy aware dynamic Python compiler using LLVM

    • Numba fubars the wrapped function. You can in general with decorators, but not numba. See e.g. https://github.com/numba/numba/issues/2991

  • julia

    The Julia Programming Language

    • You might be interested in Julia, a language created (among other reasons) to solve precisely this problem.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • seaborn

    Statistical data visualization in Python

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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