Cyberspace of Shujun LI >> HTMS - Research Pointer


Web Resources

e-Data and Tools: Global Open Data Index (Open Knowledge) Sunlight Foundation European Union Open Data Portal JRC (Joint Research Centre) Data Catalogue UK Data Service Police Foundation’s Public Safety Open Data Portal mldata (machine learning data set repository) MLcomp datasets UCI Machine Learning Repository Kaggle DataSift HAT (Hub-of-All-Things) (HATDeX - HAT Data Exchange Ltd, HAT Community Foundation (HCF), HAT Accelerator, Documentation for Developers) KNIME emotion icon 数据堂 emotion icon Informatica Corporation Splunk Inc. Tableau Software (World's Biggest Data Breaches) DataGenetics (PIN analysis, Discrete Cosine Transforms, Benford's Law, Visual Cryptography, Steganography) emotion icon ACRONYMIFY

e-Books: eBooks @ The ACM Learning Center emotion icon Springer Books (LNCS, Mathematics and Statistics, Physics & Astronomy; Springer Protocols) Morgan & Claypool Publishers Synthesis Digital Library of Engineering and Computer Science SPIE Digital Library eBooks National Academy of Sciences Books @ Elsevier ScienceDirect SAGE Knowledge Safari Books Online Ebrary Ebsco (former NetLibrary) (PsycBooks) INGRAM Myilibrary emotion icon Wiley Online Library Elsevier Books Pearson Education (Informit) World Scientific Books McGraw-Hill Higher Education McGraw-Hill Professional emotion icon Project Gutenberg Questia University of Oxford Text Archive (OTA) emotion icon British Standards Online
Foundations of Computer Science, Mathematics and Statistics: Complexity Zoo Parameterized Complexity Community Wiki StatSoft's Electronic Statistics Textbook OnlineStatBook (Online Statistics Education: An Interactive Multimedia Course of Study) Statistics Glossary @ Glasgow University (Research Methodology, Research Designs, Experimental Research; Statistics Tutorial, Statistics Beginners Guide, Statistical Hypothesis Testing, Distribution in Statistics, Statistical Conclusion) G*Power

Cross-Platform Widget Toolkits: Qt GTK+ wxWidgets FOX toolkit FLTK KWWidgets Juce VCF - Visual Component Software
General Tools: Netlib SageMath (CoCalc (Collaborative Calculation in the Cloud)) GSL - GNU Scientific Library (GSL for Windows) Reproducible Research in Computational Science (by Xin Li) Intel® Software Network (Code and Downloads, Integrated Performance Primitives for Windows) emotion icon vvvv - a multipurpose toolkit Processing (p5.js) D3.js VizSweet Gephi: The Open Graph Viz Platform Graphviz (graphviz4matlab) Lumify GLib igraph (igraph wiki) Pajek: (large) network analysis and visualization LiveGraphics3D MDSJ – Multidimensional Scaling for Java Lush: Lisp Universal SHell Colt - Open Source Libraries for High Performance Scientific and Technical Computing in Java half: IEEE 754-based half-precision floating point library emotion icon libit - Information Theory and Signal Processing Library CImg Library VTK - Visualization ToolKit FFTW OpenGL SDK Gandalf restoreInpaint AForge.NET (Image Processing Lab) Weka iLab Neuromorphic Vision C++ Toolkit Advanced Source Code . Com CGAL - Computational Geometry Algorithms Library MeshLab JavaView (Interactive Earth, Molecule Viewer) GDAL - Geospatial Data Abstraction Library JavaView & webMathematica
Optimization and Algorithms: COIN-OR (COmputational INfrastructure for Operations Research) (OS = Optimization Services, OBOE = Oracle Based Optimization Engine, Coopr: A COmmon Optimization Python Repository, Osi = Open Solver Interface, AIMMSlinks, PuLP, CHiPPS = COIN-OR High-Performance Parallel Search Framework, CoinMP, CGL = COIN-OR Cut Generation Library; CLP = COIN-OR LP, ABACUS - A Branch-And-CUt System, DyLP: Dynamic LP; CBC = COIN-OR branch and cut, SYMPHONY, BCP = Branch-Cut-Price, DIP = Decomposition for Integer Programming; Ipopt = Interior-Point Optimizer, NLPAPI: An API to Nonlinear Programming Problems, DFO = Derivative-Free Optimization; LaGO = Lagrangian Global Optimizer, Couenne = Convex Over and Under ENvelopes for Nonlinear Estimation, BONMIN = Basic Open-source Nonlinear Mixed INteger programming; LEMON = Library of Efficient Models and Optimization in Networks, Cgc = Coin Graph Classes) MIPLIB (Mixed Integer Problem Library) emotion icon GLPK = GNU Linear Programming Kit AIMMS (Advanced Interactive Multidimensional Modeling System) (Free AIMMS Academic License; AIMMS PRO; AIMMS Solvers, OSI = AIMMS Open Solver Interface; AOA = AIMMS Outer Approximation) General Algebraic Modeling System (GAMS) (GAMS Solvers) AMPL®: A Modeling Language for Mathematical Programming TOMLAB Optimization Environment LINDO Systems (LINGO, LINDO API) OptimJ: Java-based Modeling Language for Optimization emotion icon SCIP = Solving Constraint Integer Programs (SoPlex = The Sequential object-oriented simPlex, UG = Ubiquity Generator framework, Zimpl) lp_solve GCG - Generic Column Generation MINTO - Mixed INTeger Optimizer emotion icon IBM® ILOG® CPLEX® Optimization Studio (IBM Academic Initiative) Gurobi Optimizer (Free Academic License) MOSEK (Academic initiative) FICO™ Xpress Optimization Suite Artelys Knitro WORHP (a.k.a. eNLP = European NLP solver) Lipschitz Global Optimizer (LGO) @ Pintér Consulting Services, Inc. APOPT FortMP (FortMP-MEX) BARON CONOPT XA  OptaPlanner emotion icon SOL/UCSD Optimization Software @ Stanford Business Software (MINOS, SNOPT, NPSOL, LSSOL, QPOPT) Prof. Robert Vanderbei's LOQO The PATH Solver emotion icon PROPT - Matlab Optimal Control Software (DAE, ODE) PSOPT emotion icon SAT Live! International Conferences on Theory and Applications of Satisfiability Testing International SAT Competitions SAT-Ex JSAT emotion icon UBCSAT CryptoMiniSat SATLIB SAT4J WinSat MiniSAT zChaff GRASP march RSat WalkSAT Fast SAT Solver SBSAT emotion icon SMT-LIB (SMT-Exec) The MathSAT 4 SMT Solver Yices: An SMT Solver Z3: SMT solver Barcelogic for SMT The SMT-solver veriT SatEEn (SAT Enumeration Engine) CVC3 OpenSMT STP Constraint Solver (simplifyingSTP) SONOLAR (Solver for non-linear Arithmetic) MiniSmt
Machine Learning and Pattern Recognition: MADlib®: Big Data Machine Learning in SQL for Data Scientists Deep Learning Kernel-Machines.Org SVM - Support Vector Machines LIBSVM emotion icon OpenCV (OpenCV Wiki, OpenCV中文网站) GOCR/JOCR (Developer's Page) Tesseract OCR OCRopus(tm) ClaraOCR Kadmos ICR/OCR SDK for IrfanView Intelliant Ocr LOCR OOCR emotion icon Gamera Free Online OCR emotion icon DeepArt Ostagram (Github) neural-style emotion icon face-recognition.js
(Pseudo-)Random Number Generators: RNG @ NIST (NIST Special Publication 800-22 and Statistical Test Suite) Diehard Battery of Tests of Randomness TestU01 Robert G. Brown's Dieharder Random Number Test Suite Random Portal @ CAcert Research Lab emotion icon Random Number Generators @ Mersenne Twister PRNG DX Random Number Generators

MATLAB Tools: Image Processing Toolbox Communications Toolbox Video and Image Processing Blockset MATLAB Central emotion icon Scientific Educational MATLAB Database @ Uni-Stuttgart A collection of MATLAB toolboxes @ SPMC Group, University of Plymouth MATLAB Toolboxes Developed by MIR Lab, Taiwan M2HTML MAT2HTML toPPT emotion icon COLORLAB Colorlab Toolbox @ UJoensuu videoIO Toolbox for Matlab Piotr's Image & Video Toolbox for Matlab Matlab Toolboxes @ (VI(S)TA) Nikola Sprljan's Image&Video Compression Depot VfmDirect: Realtime Direct Show video capture function for Matlab Phil Sallee's Matlab JPEG Toolbox Psychtoolbox MCALab: Signal and Image Decomposition and Inpainting Toolbox of Computational Colour Science using MATLAB matlabPyrTools SaliencyToolbox PRTools: The Matlab Toolbox for Pattern Recognition (perClass) Karl Skretting's Matlab Code for Arithmetic Coding and Huffman Coding dxAvi: A Directshow based AVI read interface for Matlab Mikhail Sitotenko's Convolutional neural network class PMTK (Probabilistic Modeling Toolkit for Matlab/Octave) Nikolay Chumerin's myCNN Laurens van der Maaten's Matlab Toolbox for Dimensionality Reduction Aalto University's SOM Toolbox Kevin Murphy's Bayes Net Toolbox for Matlab WaveLab BeamLab SymmLab SparseLab Software @ Rice DSP Peter Kovesi's Functions for Computer Vision Peter Corke's Machine Vision Toolbox Hplot (Hyper Plot): Signal Data Visualization and Processing Tool Mikhail Sirotenko's CNN (Convolutional Neural Network) Class Nikolay Chumerin's myCNNgraphviz4matlab Ali Taylan Cemgil's Graph Layout Generation Package MatlabBGL: a graph library for Matlab VOICEBOX ICALAB GPUmat JLAB Jaroslaw Tuszynski's xml_io_tools Outlier Detection Toolbox Chaotic Systems Toolbox emotion icon Octave (Octave-Forge) Octave <-> Matlab Compatibility Database JMathLib emotion icon Web-enabled image processing operators @ MATLAB中国论坛 Matlab中文论坛

Human Computation: Human Computation Institute Human Computation (journal) (Blog) Human-Data Interaction (HDI) GWAP (Games With A Purpose) Duolingo Games with Purpose Foldit
Crowdsourcing Internet Marketplaces/Witkey Services: The Best Crowdsourcing Websites & Pay Per Task Sites @ Daily Crowdsource QualityCrowd Framework @ TUM (QualityCrowd2, QualityCrowd) Crowd4U emotion icon Amazon Mechanical Turk (Turk50, TurKit; Mturk Data, Tips For Requesters On Mechanical Turk, International Requesters on Amazon Mechanical Turk; Mechanical Turk Tracker) Figure Eight Microworkers Crowdee CrowdSource Clickworker TaskRabbit InnoCentive CloudFactory Foule factory emotion icon 猪八戒网 (Witmart) 任务中国 一品威客网 时间财富威客网 威客·K68创意平台·K68易工社 emotion icon Prolific emotion icon PYBOSSA (Crowdcrafting) GridForce

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