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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Tag: data analysis
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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Polars – DataFrame interface on top of an OLAP Query Engine
Polars is a DataFrame interface on top of an OLAP Query Engine implemented in Rust using Apache Arrow Columnar Format
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datatable – manipulate 2-dimensional tabular data structures
datatable is a Python package for manipulating 2-dimensional tabular data structures (aka data frames).
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Modin – drop-in replacement for pandas
Modin is a drop-in replacement for pandas. While pandas is single-threaded, Modin lets you instantly speed up your workflows.
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pandas – Python Data Analysis Library
pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools.
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NumPy – core package for scientific computing with Python
NumPy is the fundamental package for scientific computing with Python.
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SciPy – Scientific Computing Tools for Python
SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering.
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Vaex – Multi-code Analysis Toolkit for Visualization and Exploration of Big Tabular Data
Vaex is a program and Python library to visualize and explore large tabular datasets. It can calculate statistics.
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HoloViews – Make Data Analysis and Visualization Seamless
HoloViews is an open-source Python library designed to make data analysis and visualization seamless and simple.
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Dask – Advanced Parallelism for Analytics
Dask is a flexible parallel computing library for analytic computing. It takes a Python job and shares it across multiple systems.
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Optimus – profile, clean, process and perform machine learning
Optimus is the missing framework to profile, clean, process and do ML in a distributed fashion using Apache Spark (PySpark).
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yt – Multi-code Toolkit for Analyzing and Visualizing Volumetric Data
yt is an open-source Python package for analyzing and visualizing volumetric data. yt focuses on driving physically-meaningful inquiry.
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AWS Data Wrangler – extends the power of Pandas library
AWS Data Wrangler extends the power of Pandas library to AWS connecting DataFrames and AWS data related services.
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