Search Results for "feature selection" - Page 3
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Showing 86 open source projects for "feature selection"
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PyML is an interactive object oriented framework for machine learning written in python. PyML focuses on kernel classifiers, providing tools for feature selection, model selection, and methods for assessing classifier performance.
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Mulan is a java library for learning from multi-label data. It is built on top of the Weka library and currently offers a variety of classification, ranking and feature selection algorithms, an evaluation framework that calculates several measures.
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DeepDream
This repository contains IPython Notebook with sample code
DeepDream is a small, educational repository that accompanies Google’s original “Inceptionism” blog post by providing a runnable IPython/Jupyter notebook that demonstrates how to “dream” through a convolutional neural network. The notebook shows how to take a trained vision model and iteratively amplify patterns the network detects, producing the hallmark surreal, hallucinatory visuals. It walks through loading a pretrained network, selecting layers and channels to maximize, computing... -
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Preference Learning Toolbox
Open source toolbox to create preference models
...This SourceForge project provides an open source preference learning toolbox (PLT) that supports the key data modelling phases incorporating various popular data preprocessing, feature selection and preference learning methods. Information about how to use and modify the tool is available on the wiki: https://github.com/TAPeri/pl-toolbox/wiki The tool is free for scientific use. If you use PLT in your scientific work, please cite as: Farrugia, Vincent E., Héctor P. Martínez, and Georgios N. Yannakakis. ... -
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...It first creates a ranking of attributes based on the Variation value, then divide into two groups, last using Verification method to select the best group.Simon Fong, Justin Liang, YanZhuang, "Improving Classification Accuracy Using Fuzzy Clustering Coefficients of Variations (FCCV) Feature Selection Algorithm", 2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI), pp.147-151
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Filekit
File Processing Tools - string search and DOS command execution
Filekit is a set of file processing GUI tools that can be put into an USB flash, so that no installation is required. Aim of the project is to include many file processing tools such as file searching tool, batch rename file, find duplicate files, split and join files and so on ... Release 0.1.0 consist of the multi-threaded file search tool that allow you to select multiple folders and files, then search those files that contains particular strings using regular expression. Release 2.0... -
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Java Machine Learning Library is a library of machine learning algorithms and related datasets. Machine learning techniques include: clustering, classification, feature selection, regression, data pre-processing, ensemble learning, voting, ...
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RFXCAM
A CAD/CAM Package for CNC GCode Creation
...The idea is to create the basic interface for geometry manipulation and toolpath creation. Heavy python plugin support will allow a future community to create a vast selection of unique plugins for added functionality specific to their needs. Tutorial 1: https://www.youtube.com/watch?v=bNvE2H8b6Yc&feature=youtu.be -
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FP-RF
A fuzzy pattern – random forest procedure for feature selection
A method for feature selection and prioritization aiming at generating robust and stable sets of features with high predictive power. This method uses the fuzzy logic for a first unbiased informative feature selection process and a modified version of the Random Forest to prioritize the candidate discriminant features. -
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netClass is an R package for network-based feature (gene) selection for biomarkers discovery via integrating biological information. This package adapts the following 5 algorithms for classifying and predicting gene expression data using prior knowledge: 1) average gene expression of pathway (aep); 2) pathway activities classification (PAC); 3) Hub network classification (hubc); 4) filter via top ranked genes (FrSVM); 5) network smoothed t-statistic (stSVM).
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“Saaghar” (ساغر) is a Persian poetry software written by C++ under Qt framework, it uses "ganjoor" database as its database. It has tab feature in both its “Viewer” and its “Search” page that cause it be suitable for research goals.
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grn_inference_multigpu
This project is a exhaustive search algoritm for multiple GPUs
Gene regulatory networks (GRN) inference is an important bioinformatics problem in which the gene interactions need to be deduced from gene expression data, such as microarray data. <br> Feature selection methods can be applied to this problem. A feature selection technique is composed by two parts: a search algorithm and a criterion function. Among the search algorithms already proposed, there is the exhaustive search where the best feature subset is returned, although its computational complexity is unfeasible in almost all situations. ... -
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Molcrunch
An atomic or molecular electronic properties computational package
THE NEW, 11/7/2013 VERSION OF MOLCRUNCH IS HERE Molcrunch is an atomic or molecular electronic properties computational package. It provides Gaussian and Slater orbital support for SCF, MCSCF, and orthogonal or nonorthogonal orbital CI calculations. Its most sophisticated feature is a configuration manipulation CI package that provides symmetry filtering, orbital occupation selection, and a choice of many other wave function and/or basis characteristics. The symmetry filtering includes the ability to deal directly with certain non-Abelian groups as well as all Abelian groups. Linear systems can be treated exactly within the full continuous D-infinity-h or C-infinity-v groups. ... -
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FeatureSelection
Feature selection methods including correlation feature selection.
Small bundle of feature selection algorithms, most notably correlation feature selection (CFS by Mark A. Hall). Provides a light-weight interface and published under BSD license. -
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pyShowRename
Sensible batch renaming of downloaded TV files
...Changelog ------------------------------------------------------------------------------ 2012-01-01 :: Initial launch. 2012-12-19 :: Code overhaul. Moved superfluous functions and GUI controls. Finalised reversion feature so UNDO WORKS! Moved shows cache update to file menu. Altered buttons logic to prevent preview of nothing. -
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GA/SVM_BMC
GA/SVM for feature selection in microarraydata
GA/SVM for feature selection in microarraydata -
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Monopoly clone written in Java for 2-8 players (including computer players) that was designed to make quite a lot of things customisable from the user's point of view. Four board files are included. Two are based on regional variations of Monopoly but with places named after colours instead, the other two are there more to demonstrate what can be done. Hopefully there are no major bugs in the game - I cannot guarantee that there are none, but I've done some testing on Linux and Windows...
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FFVideo
Instantly record and share video and audio
FFVideo uses ffmpeg, screen-capture-recorder, and dropbox or server hosting software to make sharing an event on your screen, microphone, webcam, or other device as simple as a button press. Just press the bound key to record from the desired source, select the boundary (if applicable), then hit the key again to stop recording. The file will already be uploaded to its destination, and you can already paste (control+v) the link for anyone to view what has just been recorded. This... -
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Anumaan
Open source predictive text entry system from CDAC, Mumbai
Anumaan is a predictive text entry system developed by CDAC, Mumbai, India. It gives context sensitive text prediction. Hence, it helps in effective text entry. It is intended for people suffering from different kinds of motor disabilities. New version of standalone flavor of Anumaan (Anumaan-standalone-0.2) has been released. Feedback, feature enhancement requests about the application can be sent to ossd[at]cdac[dot]in or predictanumaan[at]gmail[dot]com. -
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A PHP script with maps of the World, China, Canada, USA, India, Africa and Europe that allows the user to select the countries, provinces or states by clicking on them or selecting a checkboxes. Selection causes the entity to turn a default color which contrasts with defaults colors of all bordering countries. Thus a patchwork is made to show the history of countries, states or provinces traveled. Added features allow users to download their maps, to blow them up to posters of any...
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Randirplay
Generates a playlist of files in directories in random directory order
...lots of directory scanning configuration options and size limiting. Will also produce a playlist to fit the free space on a specified device. Good for grabbing a random selection of albums to transfer to your device or just to be able to play albums in a random order if your device doesn't have this feature. You can also use it to generate separate playlists for separate directories by running it multiple times in another script (this is my current use for it in my Android device). -
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mlpy
Machine Learning Python
mlpy is a Python module for Machine Learning built on top of NumPy/SciPy and of GSL. mlpy provides high-level functions and classes allowing, with few lines of code, the design of rich workflows for classification, regression, clustering and feature selection. mlpy is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License version 3. mlpy is available both for Python >=2.6 and Python 3.X. -
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This RapidMiner-plugin consists of operators for feature selection and classification - mainly on high-dimensional (microarray-) data - and some helper-classes/operators.
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...Il permet de jouer un son de son choix et d'afficher des alertes soit à une heure déterminée soit à la fin d'un compte à rebours. Just Wake Up is an alarm clock that allows to play music. It adds the special feature of wake up music selection.
