Scientific Archives - Page 40 of 63

8 Essential Free and Open Source Python Maths Tools

Great libraries and tools that are ideal for mathematicians working with Python.

statsmodels is a Python package that provides a complement to SciPy for statistical computations.

mpmath is a Python library for arbitrary-precision floating-point arithmetic.

ADiPy is an open source Python automatic differentiation library. It’s a simple tool for handling arbitrary order automatic differentiation.

patsy is a Python library for describing statistical models (especially linear models) and building design matrices.

tidytext is text mining for word processing and sentiment analysis using ‘dplyr’, ‘ggplot2’, and other tidy tools.

quanteda (Quantitative Analysis of Textual Data) is an R package for managing and analyzing text.

wordcloud creates attractive word clouds, visualize differences and similarity between documents, and avoid over-plotting in scatter plots.

tm (shorthand for Text Mining Infrastructure in R) provides a framework for text mining applications within R.

stringi is an R package for fast, portable, correct, consistent, and convenient string/text processing in any locale or character encoding.