AstroImageJ (AIJ) is a simple and powerful tool for astronomical image analysis and precise photometry.
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Tag: data analysis
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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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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Orange – data mining software
Orange is a component-based framework for machine learning and data mining. It includes a range of data visualization, and exploration.
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Pentaho – manage and process data in hybrid and multicloud environments
The Pentaho BI Project is application software for enterprise reporting, analysis, dashboard, data mining, workflow and ETL capabilities.
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6 Essential Python Tools for Data Science
Data science is an emerging, multidisciplinary field of scientific methods, processes, algorithm development and technology to extract knowledge or insights in ingenious ways from structured or unstructured data.
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