Machine Learning
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Campbell Prediction System (Emxsys-CPS) Superseded: use the CPS Wildfire Management Tool instead
2 weekly downloads -
ML@IUL ML@IUL is a class-project of the Machine Learning (ML) course at DCTI (Department of Computer Science and Technology), IUL (ISCTE - Lisbon University Institute). The objective is to create an ML library from student assignments.
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mitmot-movement-control Controlling movement of a MitMot robot (see more: http://bri.mit.bme.hu/ ) using webcam image recognition, searching and planning.
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miao3d With miao3d you can train a specific Gaussian Markov Random Field (GMRF) that then can be used to estimate a depthmap ("3D"), given an image ("2D"). A GUI allows inspection of the image + depthmap.
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MCPN Multi-Core optimized Perceptron Network is a high-performance artificial neural network specially designed for workstations with multi-core CPUs, implemented as a shared library and coded in C++.
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Maui Topic Indexer Maui is a multi-purpose automatic topic indexing algorithm. Given a document, Maui automatically identifies its topics. Depending on the task topics are tags, keywords, keyphrases, vocabulary terms, descriptors or Wikipedia titles.
1 weekly downloads -
Mars Rover Simulator The Mars Rover Simulator project is based on the evolutionary robotics paradigm where an artificial agent acquires its skills through the process of artificial evolution. This simulator can be useful to evolve neural network controllers for the rover
10 weekly downloads -
lstm lstm network library
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Soft-Comuting Library A bunch of soft-computing libraries, including Neural-Networks, Evolutionary Programming, Fuzzy Systems, Artificial-Life, etc. Written in C language.
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libFeature3D_light C++ implementation of local rotation invariant 3D patch features.
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Leark Leark is a Data Mining library developed in C#.NET. It contains several methods for ranking web documents described with a set of normalized features, and a feature selection algorithm. The methods are based on perceptron and clustering.
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Kickapoo Spider that recollects data from MySpace Social Network. At now, it is only designed to extract information from native american people because it is used for a social science study in the UNAM (Universidad Nacional Autónoma de México).
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KeplerWeka KeplerWeka adds the functionality of the open-source machine learning and data mining workbench WEKA to the free and open-source, scientific workflow application, Kepler.
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Java Neural Modeling Framework new GUI Program to performing the complete cycle of neural networks analysis: preparing data, choosing neural network (CasCor, MP, LogRegression, PNN), learning of network, monitoring learning state, ROC-analysis, optimization of network parameters using GA.
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iracema An information extraction library implementing modern algorithms for the extraction of named entities from text.
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Isolation Forest Isolation Forest detects data-anomalies using binary trees. Platform: R (www.r-project.org) Reference: Fei Tony Liu, Kai Ming Ting, and Zhi-Hua Zhou, “Isolation Forest”, IEEE International Conference on Data Mining 2008 (ICDM 08)
9 weekly downloads -
ICT-Alive The aim of ALIVE is to develop new approaches to the engineering of flexible, adaptable distributed service-oriented systems based on the adaptation of social coordination and organisation mechanisms.
6 weekly downloads -
GAME GAME stays for Generic Architecture based on Multiple Experts. Its main purpose is to make easy prototyping, test and release of prediction systems. Released by IASC group, university of Cagliari
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gunu Definir un entorno (medio ambiente) y a micro-organismos (gunus) que vivan en el y se desarrollen es el objeto de este proyecto.
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Genetic Oversampling Weka Plugin Weka genetic algorithm filter plugin to generate synthetic instances
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fsm4j A general purpose Finite State Machine written in Java. It is easy to use, powerful, and fast.
1 weekly downloads -
fgMine Feature Graphs Miner
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Feating Feating constructs a classification ensemble comprising a set of local models. It is effective at reducing the error of both stable and unstable learners, including SVM. For details see the paper at http://dx.doi.org/10.1007/s10994-010-5224-5.
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Fast KDE Classifier A fast kernel density estimation based classifier. Uses multi resolution KD trees to significantly reduce the number of calculations needed to perform density estimation.
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E-learning Miner (ELM) E-learning Miner, formerly DŽEMUj is a tool for data mining from e-learning data. Aimed for teachers.
0 weekly downloads
