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Programming Books

34 Excellent Free Books to Learn all about R

May 19, 2025 Erik Karlsson Books, Programming

This article recommends free books which will teach you the basics of R, how to produce amazing plots, how to apply R to lots of disciplines, and how to efficiently program in R. Many of the books are open source.

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Maths

statsmodels – statistical modeling and econometrics in Python

October 17, 2023 Eilidih Parris Scientific

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

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Maths

mpmath – Python library for arbitrary-precision floating-point arithmetic

October 17, 2023 Eilidih Parris Scientific

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

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Maths

ADiPy – automatic differentiation library

October 17, 2023 Eilidih Parris Scientific

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

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Maths

patsy – Python package for statistical data transformations

October 17, 2023 Eilidih Parris Scientific

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

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Data Analysis

NumPy – core package for scientific computing with Python

October 16, 2023 Eilidih Parris Scientific

NumPy is the fundamental package for scientific computing with Python.

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Data Analysis

SciPy – Scientific Computing Tools for Python

October 16, 2023 Eilidih Parris Scientific

SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering.

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Maths

SageMath – open source Python mathematics software system

September 18, 2023 Steve Emms Scientific

SageMath is a computer algebra system written in Python and Cython and integrates an included distribution of specialized mathematics.

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Science

Best Free and Open Source Software – Science

July 18, 2023 Steve Emms Scientific, Software

Best Free and Open Source Linux Software covering physics, chemistry, biology, mathematics, data analysis, statistics, astronomy, weather, and more.

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Chemistry

42 of the Best Free Linux Scientific Software

December 9, 2017 Steve Emms Scientific, Software

To provide an insight into the quality of software that is available, we have compiled a list of 42 high quality Linux scientific applications, covering a broad spectrum of uses. There’s a mix of graphical and console based applications included. Hopefully, there will be something of interest for all types of users.

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