mloss | Projects that are tagged with data mining.

KNIME 2.7.4

by toldo - April 29, 2013, 09:14:39 CET [ ] 908 views, 141 downloads, 1 subscription

About: A comprehensive data mining environment, with a variety of machine learning components.

Changes:

Modifications following feedback from Knime main Author.

Authors: Michael Berthold
License: Gpl
Programming Language: Any

Operating System: Agnostic
Data Formats: Any
Tags: Data Mining, Text Classification

Waffles 2013-04-06

by mgashler - April 7, 2013, 02:04:10 CET [ ] 16519 views, 5418 downloads, 1 subscription

About: A broad collection of script-friendly command-line tools for machine learning and data mining tasks. (The command-line tools wrap functionality from a C++ class library.)

Changes:

See the change log at http://waffles.sourceforge.net/changelog.html

Authors: Mike Gashler
License: Lgpl
Programming Language: C++

Operating System: Linux, Macosx, Windows, Unix, Agnostic
Data Formats: Arff, Csv
JMLR-MLOSS Publication: JMLR Page
Tags: Classification, Clustering, Ensembles, Visualization, Dimensionality Reduction, Neural Networks, Decision Trees, Genetic Algorithms, Data Mining, K Nearest Neighbor Classifica, Collaborative Filtering

MyMediaLite 3.07

by zenog - February 9, 2013, 13:14:25 CET [ ] 28569 views, 5064 downloads, 1 subscription

About: MyMediaLite is a lightweight, multi-purpose library of recommender system algorithms.

Changes:

Important changes:

new rating predictor GSVD++ (contributed by Marcelo Manzato)
new recommenders ExternalRatingPredictor and ExternalItemRecommender to evaluate external tools with the MyMediaLite evaluation framework
incremental update support for item recommendation UserKNN and ItemKNN (based on a pull request by João Vinagre)
--cross-validation support for the rating_based_ranking tool (as requested by Pieter-Jan Verbrugen)
removed the group recommendation code
cleaner item recommendation evaluation, with a bug fix in the cross-validation code and a complete rewrite of online evaluation
removed unused matrix and vector math, faster and simplified matrix code

Authors: Zeno Gantner, Steffen Rendle, Lucas Drumond, Christoph Freudenthaler
License: Gpl Version 3 Or Later
Programming Language: Python, Perl, Ruby, Csharp, Fsharp

Operating System: Linux, Windows, Solaris, Mac Os X
Data Formats: Csv, Tab Separated, Sql
Tags: Gradient Based Learning, Large Scale Learning, Algorithms, Data Mining, Evaluation, Supervised Learning, Collaborative Filtering, Matrix Factorization, Recommender Systems, Knn, Library, Dotnet, Mono

NetPro 1.1.17

by lml - January 25, 2011, 19:02:53 CET [ ] 2361 views, 547 downloads, 1 subscription

About: Tools for functional network analysis.

Changes:

Initial Announcement on mloss.org.

Authors: Leo Lahti
License: Gpl Version 2 Or Later
Programming Language: C, R

Operating System: Agnostic
Data Formats: R
Tags: Bioinformatics, R, High Dimensional Data, Machine Learning, Algorithms, Data Mining, Microarrays, Bioconductor, Variational Inference, Gaussian Mixture Model, Mixture Models, Probabilistic Models, Probability Estimation, Biclustering, Gene Expression

Model Monitor 1.0

by traeder - August 17, 2009, 11:05:06 CET [ ] 10977 views, 1529 downloads, 0 comments, 1 subscription

About: Model Monitor is a Java toolkit for the systematic evaluation of classifiers under changes in distribution. It provides methods for detecting distribution shifts in data, comparing the performance [...]

Changes:

Improved AUROC calculation. Several minor bug fixes.

Authors: Troy Raeder, Nitesh V. Chawla
License: Gpl
Programming Language: Java

Operating System: Agnostic
Data Formats: None
JMLR-MLOSS Publication: JMLR Page
Tags: Machine Learning, Data Mining, Nips2008, Distribution Shift, Evaluation

Debellor 1.0

by mwojnars - July 30, 2009, 16:48:05 CET [ ] 5876 views, 1791 downloads, 1 subscription

About: Debellor is a scalable and extensible platform which provides common architecture for data mining and machine learning algorithms of various types.

Changes:

Naming of numerous classes/methods/fields changed to be more accurate and comprehensible
Weka and Rseslib libraries updated to the newest versions: Weka 3.6.1 & Rseslib 3.0.1. Debellor's wrappers adapted
New class: CrossValidation - evaluator of trainable cells through cross-validation
New class: RMSE - calculation of Root Mean Squared Error score
Data objects can be compared and used in collections
ArffReader can read from a user-provided java.io.InputStream
More convenient use of parameters (setting values)
More convenient use of data objects and data types (construction, type casting)
Other minor improvements to existing classes
Javadoc extended

Authors: Marcin Wojnarski
License: Gpl Version 3 Or Later
Programming Language: Java

Operating System: Agnostic
Data Formats: Arff
Tags: Online Learning, Machine Learning, Framework, Data Mining, Nips2008

Disco 0.1

by tuulos - October 6, 2008, 11:14:48 CET [ ] 5186 views, 1025 downloads, 1 subscription

About: Disco is an open-source implementation of the [Map-Reduce framework](http://en.wikipedia.org/wiki/MapReduce) for distributed computing. As the original framework, Disco supports parallel [...]

Changes:

Initial Announcement on mloss.org.

Authors: Nokia Research Center
License: New Bsd
Programming Language: Python, C, Erlang, Any

Operating System: Linux, Macosx
Data Formats: None
Tags: Large Scale, Large Scale Learning, Distributed, Framework, Data Mining, Nips2008, Mapreduce

Sleipnir 1.0

by chuttenh - June 30, 2008, 03:22:19 CET [ ] 4889 views, 985 downloads, 1 subscription

About: The Sleipnir C++ library implements a variety of machine learning and data manipulation algorithms focusing on heterogeneous data integration and efficiency for large biological data collections.

Changes:

Initial Announcement on mloss.org.

Authors: Curtis Huttenhower, Mark Schroeder, Maria D. Chikina, Olga G. Troyanskaya
License: Creative Commons Attribution
Programming Language: C++

Operating System: Agnostic
Data Formats: None
Tags: Bioinformatics, Large Scale, Bayesian Networks, Data Mining, Microarrays

MinorThird 20080414

by frank - June 9, 2008, 09:08:30 CET [ ] 5267 views, 1571 downloads, 1 subscription

About: MinorThird is a collection of Java classes for storing text, annotating text, and learning to extract entities and categorize text. It was written primarily by William W. Cohen, a professor at [...]

Changes:

Initial Announcement on mloss.org.

Authors: William W. Cohen
License: Bsd
Programming Language: Java

Operating System: Agnostic
Data Formats: None
Tags: Svm, Classification, Hmm, Crf, Decision Trees, Boosting, Multilabel Classification, Natural Language Processing, Algorithms, Classifiers, Graphical Models, Data Mining, Information Extraction

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