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53 relations: Algorithm, Association rule learning, Bioinformatics, Biomedicine, C (programming language), C++, Cluster analysis, Cross-platform, Cython, Data analysis, Data fusion, Data mining, Data visualization, Fink, Gene set enrichment analysis, Genetics, Genomics, GNU General Public License, ImageNet, Information visualization, Interface (computing), Ion (window manager), Jožef Stefan Institute, Journal of Machine Learning Research, K-means clustering, Linux, Machine learning, MacOS, Microsoft Windows, Natural language processing, Network theory, NumPy, Open-source software, Polynomial regression, Predictive modelling, PyQt, Python (programming language), Qt (software), Recommender system, Scikit-learn, SciPy, Software widget, Spatial analysis, Stochastic gradient descent, Supervised learning, Text mining, Time series, University of California, Irvine, University of Ljubljana, Unsupervised learning, ..., Visual programming language, Word embedding, Wrapper function. Expand index (3 more) »
Algorithm
In mathematics and computer science, an algorithm is an unambiguous specification of how to solve a class of problems.
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Association rule learning
Association rule learning is a rule-based machine learning method for discovering interesting relations between variables in large databases.
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Bioinformatics
Bioinformatics is an interdisciplinary field that develops methods and software tools for understanding biological data.
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Biomedicine
Biomedicine (i.e. medical biology) is a branch of medical science that applies biological and physiological principles to clinical practice.
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C (programming language)
C (as in the letter ''c'') is a general-purpose, imperative computer programming language, supporting structured programming, lexical variable scope and recursion, while a static type system prevents many unintended operations.
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C++
C++ ("see plus plus") is a general-purpose programming language.
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Cluster analysis
Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense) to each other than to those in other groups (clusters).
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Cross-platform
In computing, cross-platform software (also multi-platform software or platform-independent software) is computer software that is implemented on multiple computing platforms.
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Cython
Cython is a superset of the Python programming language, designed to give C-like performance with code that is written mostly in Python.
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Data analysis
Data analysis is a process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making.
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Data fusion
Data fusion is the process of integrating multiple data sources to produce more consistent, accurate, and useful information than that provided by any individual data source.
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Data mining
Data mining is the process of discovering patterns in large data sets involving methods at the intersection of machine learning, statistics, and database systems.
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Data visualization
Data visualiation or data visualiation is viewed by many disciplines as a modern equivalent of visual communication.
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Fink
The Fink project is an effort to port and package open-source Unix programs to macOS.
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Gene set enrichment analysis
Gene set enrichment analysis (GSEA) (also functional enrichment analysis) is a method to identify classes of genes or proteins that are over-represented in a large set of genes or proteins, and may have an association with disease phenotypes.
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Genetics
Genetics is the study of genes, genetic variation, and heredity in living organisms.
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Genomics
Genomics is an interdisciplinary field of science focusing on the structure, function, evolution, mapping, and editing of genomes.
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GNU General Public License
The GNU General Public License (GNU GPL or GPL) is a widely used free software license, which guarantees end users the freedom to run, study, share and modify the software.
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ImageNet
The ImageNet project is a large visual database designed for use in visual object recognition software research.
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Information visualization
Information visualization or information visualisation is the study of (interactive) visual representations of abstract data to reinforce human cognition.
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Interface (computing)
In computing, an interface is a shared boundary across which two or more separate components of a computer system exchange information.
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Ion (window manager)
In Unix computing, Ion is a tiling and tabbing window manager for the X Window System.
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Jožef Stefan Institute
The Jožef Stefan Institute (IJS) (Institut "Jožef Stefan") is the largest research institute in Slovenia.
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Journal of Machine Learning Research
The Journal of Machine Learning Research is a peer-reviewed open access scientific journal covering machine learning.
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K-means clustering
k-means clustering is a method of vector quantization, originally from signal processing, that is popular for cluster analysis in data mining.
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Linux
Linux is a family of free and open-source software operating systems built around the Linux kernel.
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Machine learning
Machine learning is a subset of artificial intelligence in the field of computer science that often uses statistical techniques to give computers the ability to "learn" (i.e., progressively improve performance on a specific task) with data, without being explicitly programmed.
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MacOS
macOS (previously and later) is a series of graphical operating systems developed and marketed by Apple Inc. since 2001.
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Microsoft Windows
Microsoft Windows is a group of several graphical operating system families, all of which are developed, marketed, and sold by Microsoft.
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Natural language processing
Natural language processing (NLP) is an area of computer science and artificial intelligence concerned with the interactions between computers and human (natural) languages, in particular how to program computers to process and analyze large amounts of natural language data.
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Network theory
Network theory is the study of graphs as a representation of either symmetric relations or asymmetric relations between discrete objects.
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NumPy
NumPy (pronounced or sometimes) is a library for the Python programming language, adding support for large, multi-dimensional arrays and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.
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Open-source software
Open-source software (OSS) is a type of computer software whose source code is released under a license in which the copyright holder grants users the rights to study, change, and distribute the software to anyone and for any purpose.
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Polynomial regression
In statistics, polynomial regression is a form of regression analysis in which the relationship between the independent variable x and the dependent variable y is modelled as an nth degree polynomial in x. Polynomial regression fits a nonlinear relationship between the value of x and the corresponding conditional mean of y, denoted E(y |x), and has been used to describe nonlinear phenomena such as the growth rate of tissues, the distribution of carbon isotopes in lake sediments, and the progression of disease epidemics.
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Predictive modelling
Predictive modelling uses statistics to predict outcomes.
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PyQt
PyQt is a Python binding of the cross-platform GUI toolkit Qt, implemented as a Python plug-in.
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Python (programming language)
Python is an interpreted high-level programming language for general-purpose programming.
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Qt (software)
Qt ("cute") is a cross-platform application framework and widget toolkit for creating classic and embedded graphical user interfaces, and applications that run on various software and hardware platforms with little or no change in the underlying codebase, while still being a native application with native capabilities and speed.
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Recommender system
A recommender system or a recommendation system (sometimes replacing "system" with a synonym such as platform or engine) is a subclass of information filtering system that seeks to predict the "rating" or "preference" a user would give to an item.
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Scikit-learn
Scikit-learn (formerly scikits.learn) is a free software machine learning library for the Python programming language.
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SciPy
SciPy (pronounced /ˈsaɪpaɪ'/ "Sigh Pie") is a free and open-source Python library used for scientific computing and technical computing.
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Software widget
A software widget is a relatively simple and easy-to-use software application or component made for one or more different software platforms.
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Spatial analysis
Spatial analysis or spatial statistics includes any of the formal techniques which study entities using their topological, geometric, or geographic properties.
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Stochastic gradient descent
Stochastic gradient descent (often shortened to SGD), also known as incremental gradient descent, is an iterative method for optimizing a differentiable objective function, a stochastic approximation of gradient descent optimization.
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Supervised learning
Supervised learning is the machine learning task of learning a function that maps an input to an output based on example input-output pairs.
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Text mining
Text mining, also referred to as text data mining, roughly equivalent to text analytics, is the process of deriving high-quality information from text.
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Time series
A time series is a series of data points indexed (or listed or graphed) in time order.
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University of California, Irvine
The University of California, Irvine (UCI, UC Irvine, or Irvine), is a public research university located in Irvine, Orange County, California, United States, and one of the 10 campuses in the University of California (UC) system.
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University of Ljubljana
The University of Ljubljana (Univerza v Ljubljani, acronym: UL, Universitas Labacensis) is the oldest and largest university in Slovenia.
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Unsupervised learning
Unsupervised machine learning is the machine learning task of inferring a function that describes the structure of "unlabeled" data (i.e. data that has not been classified or categorized).
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Visual programming language
In computing, a visual programming language (VPL) is any programming language that lets users create programs by manipulating program elements graphically rather than by specifying them textually.
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Word embedding
Word embedding is the collective name for a set of language modeling and feature learning techniques in natural language processing (NLP) where words or phrases from the vocabulary are mapped to vectors of real numbers.
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Wrapper function
A wrapper function is a subroutine in a software library or a computer program whose main purpose is to call a second subroutine or a system call with little or no additional computation.
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References
[1] https://en.wikipedia.org/wiki/Orange_(software)
