SciPy –
This is a Python-based ecosystem of open-source software for mathematics, science, and engineering.
SciPy uses various packages like NumPy, IPython or Pandas to provide libraries for common
math- and science-oriented programming tasks. This tool is a great option when you want
to manipulate numbers on a computer and display or publish the results and it is free as well.
Dask –
Dask is a tool providing parallelism for analytics by integrating into other community projects like NumPy, Pandas and Scikit-Learn.
With this too, you can quickly parallelize existing code by changing only a few lines of code,
since its DataFrame is the same as in the Pandas library, its Array object works like
NumPy’s has the ability to parallelize jobs written in pure Python, as well.

No comments:
Post a Comment