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There are many research areas involved with astroinformatics, such as data mining, machine learning, statistics, visualization, scientific data management, and semantic science. [7] Data mining and machine learning play significant roles in astroinformatics as a scientific research discipline due to their focus on "knowledge discovery from data ...
(e.g. VO) Data Displays or Manip. FITS Images Tiled Multi-Resolution All-Sky image Handling Displays or Manip. Spectra Handles Cubes (Volumes) Statistics? OS Has API Cost Suppt'd or Sold by website Currently Supported? glue [1] Pro GUI and command line Yes Manipulates No Yes Yes Basic, plus python terminal Mac, Win, Linux Yes Free NASA , NSF
Astrostatistics is a discipline which spans astrophysics, statistical analysis and data mining. [1] It is used to process the vast amount of data produced by automated scanning of the cosmos, to characterize complex datasets, and to link astronomical data to astrophysical theory.
Astropy is a collection of software packages written in the Python programming language and designed for use in astronomy. [2] The software is a single, free, core package for astronomical utilities due to the increasingly widespread usage of Python by astronomers, and to foster interoperability between various extant Python astronomy packages. [3]
While the analysis of educational data is not itself a new practice, recent advances in educational technology, including the increase in computing power and the ability to log fine-grained data about students' use of a computer-based learning environment, have led to an increased interest in developing techniques for analyzing the large amounts of data generated in educational settings.
Accessibility to education in Laos is low, and this is a major problem. Only 50% of the primary schools offer full education up to Grade 5. [13] Most of the students are poor and are deterred from attending school by the costly daily transport (due to the lack of boarding facilities) as well as the opportunity cost of not working. [14]
OpenNN – A software library written in the programming language C++ which implements neural networks, a main area of deep learning research; Orange, a data mining, machine learning, and bioinformatics software; Pandas – High-performance computing (HPC) data structures and data analysis tools for Python in Python and Cython (statsmodels ...
Network for Astronomy School Education (NASE) is an International Astronomical Union (IAU) Working Group that works on Training Teachers for primary and secondary schools. . In 2007, professor George K. Miley, IAU vice-president, invited Rosa M. Ros to begin exploring the idea of setting up an astronomy program to give primary and secondary school teachers a better preparation in this area of ...