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List of models for upscaling images.
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movebank.org
Movebank is a free online database of animal tracking data hosted by the Max Planck Institute of Animal Behavior. It helps animal tracking researchers manage, share, protect, analyze and archive their data, and offers an interactive map for exploring animal movements.
mpds.io
MPDS (Materials Platform for Data Science) is an online materials database originating from the PAULING FILE project, containing over 3 million entries of physical properties, crystal structures, and phase diagrams for inorganic materials. It offers multiple access tiers: free open access with login includes search by over 15 criteria, analysis tools, interactive plots, and access to around 50k datasheets; paid full GUI access adds detailed visualizations, data export in over 5 formats, high-quality redrawn phase diagrams, and access to around 3 million datasheets with full references and DOIs; paid API full access provides machine-readable data, regular updates, documentation and support, and OPTIMADE standard support, and includes full GUI access.
ischool.syracuse.edu
The Master of Applied Data Science is a graduate degree program offered by Syracuse University, available in both online and on-campus formats. The program can be completed in as little as one year and is designed to provide students with skills to thrive in data-driven environments.
asuonline.asu.edu
The online Master of Science in Business Analytics (MSBA) is a graduate degree program offered by ASU Online. The program is designed to equip students with the skills to make data-driven, competitive business decisions.
study.ed.ac.uk
The Data Science MSc is a postgraduate taught programme at the University of Edinburgh. It covers the computational principles, methods and systems for extracting and structuring knowledge from data, and the application of those principles. The programme notes that large data sets are generated by almost every activity in science, society and commerce.
mygeohub.org
MyGeoHub is a hub built on the HUBzero platform that supports geospatial modeling, data analysis and visualization for research and education communities. It hosts groups, datasets, tools, training materials and educational content, and offers a free account for accessing resources. It also allows groups to be hosted on the site.
earthdata.nasa.gov
Analyzes structured data and helps produce queries, insights or visualizations.
data.nasdaq.com
The source for financial, economic, and alternative datasets, serving investment professionals.
ncei.noaa.gov
NCEI is a NOAA center that provides environmental data on historical weather, climate, ocean and magnetic field conditions. It maintains an archive of oceanic, atmospheric and geophysical data, archiving over 229 terabytes each month from over 130 observing platforms. NCEI is moving its data and applications to the cloud, which may cause temporary data access delays.
nbshare.io
nbshare.io is a platform for learning data analytics using Python and R. It hosts a collection of notebooks covering topics including artificial intelligence, machine learning, basic Python coding, data analytics, web scraping and other related technical subjects.
networkrepository.com
The Network Repository is the first interactive network dataset repository, offering real-time interactive graph visualization and analytics for network datasets. It hosts a wide range of network datasets organized into categories including miscellaneous networks, cheminformatics, animal social networks, social networks, power networks, labeled networks, dynamic networks, technological networks, brain networks and other specialized network types.
networkx.org
Analyzes structured data and helps produce queries, insights or visualizations.
neugrid2.eu
neuGRID is a web portal for advanced neuroscience research, serving users from students to senior neuroscientists focused on neurodegenerative diseases including Alzheimer's disease, Lewy body disease, frontotemporal dementia and white matter diseases. It uses high performance computing resources to enable faster visualization, analysis and interpretation of neuroimaging data than traditional lab-based workflows, and functions as a recognized data repository. It also provides datasets, pipelines, apps and neuroimaging machine learning tools.
neurovault.org
NeuroVault is a public repository where researchers can store and share unthresholded statistical maps, parcellations and atlases produced by MRI and PET studies. It offers interactive visualization, permanent URLs and publicly shareable images, and the site states it improves meta-analyses. An API provides access to atlases, collections and images.
newdatascientist.blogspot.com
How a Social Scientist Jumps into the World of Big Data.
opendata.newwestcity.ca
New Westminster Open Data is the official open data portal for the city of New Westminster. It enables users to discover, analyze, and download municipal datasets in formats including CSV, KML, Zip, GeoJSON, GeoTIFF and PNG. The portal provides API links for GeoServices, WMS, and WFS, and supports the creation of StoryMaps and Web Maps for data visualization.
nextstrain.org
Nextstrain is an open-source project that tracks pathogen evolution in real time using pathogen genome data. It provides bioinformatic workflows, analysis tools and visualization apps, plus featured analyses of pathogens such as SARS-CoV-2, Ebola, measles and influenza. Nextclade offers in-browser phylogenetic placement, clade assignment, mutation calling and sequence quality checks.
nlr.gov
NLR's geospatial data science research uses geographic information systems (GIS) to produce maps, analyses, models, applications, and visualizations that inform energy planning and production. The work offers a geospatial perspective on contemporary energy issues and solutions.
nn-visual.com
NN Visual is an interactive web-based neural network visualizer. It lets users configure hidden layers, select datasets such as auto_mpg, iris, xor, or mnist, and train a network while observing forward and backpropagation step by step. The tool displays training loss, mean absolute error, weight distributions, and node activation brightness. Written explanations accompany the visualizations to teach concepts like gradient descent, weights, biases, and activation functions without requiring code.
ncei.noaa.gov
A National Centers for Environmental Information page presenting maps and geospatial products, including map viewers with data visualization tools and story maps combining maps, narrative text, images and multimedia. It also links to ArcGIS REST service directories for GIS servers with metadata and download formats for programmers and developers.
nakb.org
The Nucleic Acid Knowledgebase (NAKB) is a portal for 3D structural information about nucleic acids, succeeding the Nucleic Acid Database. It provides annotations, search, reports, statistics, an atlas and visualization for nucleic-acid containing structures held by the NDB and the Protein Data Bank, covering X-ray, electron microscopy and NMR methods. Each structure links to external resources annotating and analyzing nucleic acid structures and their complexes.
numpy.org
NumPy is a Python library providing a multidimensional array object and routines for fast operations on arrays, including mathematical, logical, sorting, Fourier transforms, linear algebra and random simulation. It is open source under a BSD license and is described as the fundamental package for scientific computing in Python, with core code written in optimized C.
octave.org
GNU Octave is a programming language for scientific computing with mathematics-oriented syntax and built-in 2D/3D plotting and visualization tools. It is free software licensed under the GNU General Public License and runs on GNU/Linux, macOS, BSD, and Microsoft Windows. Its syntax is largely compatible with Matlab, and it can be extended by packages.