plotnine builds layered statistical graphics using a grammar of graphics, with faceting, statistical transforms, scales and themes.
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Tag: data analysis
Vega-Altair – declarative statistical visualisation
Vega-Altair defines interactive statistical charts declaratively with Vega-Lite, composable views, transformations and selections.
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seaborn – statistical data visualisation library
seaborn provides statistical visualisation for distributions, regression, categorical comparisons and faceted plots with matplotlib.
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matplotlib – publication-quality plotting and visualisation
matplotlib creates publication-quality scientific plots, animated figures and interactive charts with flexible layouts and export formats.
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Skyfield – astronomy for Python
Skyfield computes positions for the stars, planets, and satellites in orbit around the Earth.
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THELI – tool for the automated reduction of astronomical images
THELI is a tool for the automated reduction of astronomical images. It’s command-line software with an independently created GUI available.
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PyRAF – Python-based IRAF command language
PyRAF is a command language for running IRAF tasks that is based on the Python scripting language.
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IRAF – Image Reduction and Analysis Facility
IRAF is the Image Reduction and Analysis Facility, a general purpose software system for the reduction and analysis of astronomical data.
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MYRaf – astronomical image reduction and photometry software and interface for IRAF
MYRaf is a practical, astronomical image reduction and photometry software and interface for the Image Reduction and Analysis Facility (IRAF).
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STSDAS – Space Telescope Science Data Analysis System
The Space Telescope Science Data Analysis System (STSDAS) is a software package for reducing and analyzing astronomical data.
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Sherpa – modeling and fitting application for Python
Sherpa is a modeling and fitting application for Python. It contains a powerful language for combining simple models into complex expressions.
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TOPCAT – Tool for OPerations on Catalogues And Tables
TOPCAT is a free and open source interactive graphical tool for analysis and manipulation of tabular data.
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SAOImage DS9 – astronomical imaging and data visualization application
SAOImage DS9 is a free and open source astronomical imaging and data visualization application.
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CARTA – Cube Analysis and Rendering Tool for Astronomy
Cube Analysis and Rendering Tool for Astronomy (CARTA) is a next generation image visualization and analysis tool.
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Astropy – collection of Python software packages for astronomy
The Astropy Project is a community effort to develop a common core package for Astronomy in Python and foster an ecosystem of interoperable astronomy packages.
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AstroImageJ – ImageJ for Astronomy
AstroImageJ (AIJ) is a simple and powerful tool for astronomical image analysis and precise photometry.
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ORSA – Orbit Reconstruction, Simulation and Analysis
Orbit Reconstruction, Simulation and Analysis (ORSA) is a framework for scientific grade Celestial Mechanics computations.
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Apache Zeppelin – collaborative data analytics notebook
Apache Zeppelin is a collaborative notebook for SQL, Spark, Python and other interpreters, with charts, forms, scheduling and sharing.
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statsmodels – statistical modelling and econometrics
statsmodels provides statistical models, regression, time-series forecasting, hypothesis testing, econometrics and model diagnostics.
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patsy – statistical formulas and design matrix construction
patsy converts statistical formulas into design matrices with categorical contrasts, spline bases and reusable data transformations.
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