
iPiano
 Referenced in 46 articles
[sw09623]
 nonconvex problems. The convergence result is obtained based on the KurdykaŁojasiewicz inequality. This ... iPiano on computer vision problems – image denoising with learned priors and diffusion based image compression...

ProbLog
 Referenced in 83 articles
[sw06945]
 Prolog. Two ProbLog implementations are available, based on a different methodology and offering a different ... functionality. ProbLog1, or briefly ProbLog, focusses on computing the success probability of a given query ... various approximate methods. ProbLog1 also supports parameter learning, in both the learning from entailment...

LERS
 Referenced in 121 articles
[sw08637]
 LERS – a system for learning from examples based on rough sets. The paper presents ... inconsistencies are not corrected. Instead, system LERS computes lower and upper approximations of each concept ... choice to use the machine learning approach or the knowledge acquisition approach. In the first...

FlowLab
 Referenced in 21 articles
[sw06528]
 FlowLab is a computational fluid dynamics (CFD) software package designed to help teach fluid mechanics ... transport phenomena. Based on readytouse exercises, FlowLab eliminates the long learning curve associated ... using computer simulation ;Use computing exercises to augment and complement existing laboratorybased curriculum ;Expand...

Camera Calibration
 Referenced in 51 articles
[sw13537]
 estimation; and video processing. For 3D computer vision, the system toolbox supports camera calibration ... point cloud processing. With machine learning based frameworks, you can train object detection, object recognition...

WASP
 Referenced in 40 articles
[sw09565]
 conflictdriven constraint learning and backjumping. Moreover, WASP combines these SATbased techniques with optimization ... that have been specifically designed for ASP computation, such as source pointers enhancing unfoundedsets...

Leibniz
 Referenced in 32 articles
[sw12871]
 development and implementation of logicbased intelligent systems. The package covers various aspect ... such systems with modules for:  logic computation  learning logic formulas from data  discretization of data...

CMAES
 Referenced in 106 articles
[sw05063]
 evolutionary algorithms and evolutionary computation. An evolutionary algorithm is broadly based on the principle ... individuals are selected for the next generation based on their fitness or objective function value ... Adaptation of the covariance matrix amounts to learning a second order model of the underlying...

LiveMath
 Referenced in 1 article
[sw05433]
 Computerbased learning using LiveMath for secondary four students The effect of computerbased learning...

LibSkylark
 Referenced in 2 articles
[sw22709]
 LibSkylark: SketchingBased Matrix Computations for Machine Learning. This library for Sketchingbased Matrix Computations...

ASKIT
 Referenced in 10 articles
[sw17470]
 machine learning and computational statistics methods. A key bottleneck in these methods is computations involving ... evaluating kernel matrixvector products. ASKIT is based on a novel, randomized method for efficiently...

DiSCO
 Referenced in 11 articles
[sw28439]
 empirical risk minimization in machine learning. The algorithm is based on an inexact damped Newton ... method, where the inexact Newton steps are computed by a distributed preconditioned conjugate gradient method ... loss. In a standard setting for supervised learning, where the n data points are i.i.d...

AdaFrame
 Referenced in 3 articles
[sw25550]
 AdaFrame, improves over dictionary learningbased techniques in terms of computational efficiency at inference time ... provides an attractive alternative to dictionary learningbased techniques for low level signal processing tasks...

POSSUM
 Referenced in 8 articles
[sw24532]
 feat u re generator for m achine learning), a versatile toolkit with an online ... PSSMbased feature descriptors, thereby addressing a crucial need for bioinformaticians and computational biologists ... extraction, selection, and benchmarking of machine learningbased models, thereby contributing to a more effective...

Jason
 Referenced in 62 articles
[sw06187]
 environments previously considered too unpredictable for computers to handle. Jason is easily customisable ... agent architecture on which AgentSpeak is based. The authors explain Jason’s AgentSpeak variant ... methodology particularly suited for implementation using BDIbased programming languages. The authors also give guidance ... systems using the Jason platform; it reinforces learning with examples, problems, and illustrations, includes...

PLANET
 Referenced in 5 articles
[sw15434]
 tree learning have been proposed, they typically require specialized parallel computing architectures. In contrast ... majority of Google’s computing infrastructure is based on commodity hardware. In this paper ... framework for learning tree models over large datasets. PLANET defines tree learning as a series ... distributed computations, and implements each one using the MapReduce model of distributed computation. We show...

Elemental
 Referenced in 24 articles
[sw07035]
 among the best understood domains of parallel computing. Two packages, developed in the mid 1990s ... must be revisited since the traditional MPIbased approaches will likely need to be extended ... good time to review lessons learned since the introduction of these two packages...

GEX
 Referenced in 35 articles
[sw09961]
 dynamic visual models to assist teaching and learning of various mathematical concepts. As an automated ... Geometry Expert (GEX) is a powerful computer program for geometric reasoning. Within its domain ... past twenty years, including the deductive base method, Wu’s method, the area method...

TagProp
 Referenced in 16 articles
[sw11682]
 TagProp: Discriminative metric learning in nearest neighbor models for image autoannotation. Image autoannotation ... important open problem in computer vision. For this task we propose TagProp, a discriminatively trained ... based on neighbor rank or distance. TagProp allows the integration of metric learning by directly...

Chainer
 Referenced in 10 articles
[sw26707]
 based deep learning framework aiming at flexibility. It provides automatic differentiation APIs based ... definebyrun approach (a.k.a. dynamic computational graphs) as well as objectoriented highlevel...