RSS 14 projects tagged "machine learning"

Download Website Updated 07 Nov 2013 Thinknowlogy

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Pop 214.94
Vit 12.55

Thinknowlogy is grammar-based software, designed to utilize the Natural Laws of Intelligence in grammar, in order to create intelligence through natural language in software. This is demonstrated by programming in natural language, reasoning in natural language and drawing conclusions (more detailed than scientific solutions), making assumptions (with self-adjusting level of uncertainty), asking questions (about gaps in the knowledge), and detecting conflicts in the knowledge. It builds semantics autonomously (with no vocabularies or words lists), detecting some cases of semantic ambiguity. It is multi-grammar, proving that Natural Laws of Intelligence are universal.

Download Website Updated 19 Jun 2013 Milk

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Pop 139.90
Vit 9.43

Milk is a machine learning toolkit in Python. Its focus is on supervised classification with several classifiers available: SVMs (based on libsvm), k-NN, random forests, and decision trees. It also performs feature selection. These classifiers can be combined in many ways to form different classification systems. For unsupervised learning, milk supports k-means clustering and affinity propagation.

No download Website Updated 30 Dec 2012 MyMediaLite

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Pop 79.50
Vit 8.02

MyMediaLite is a lightweight, multi-purpose library of recommender system algorithms. It addresses the two most common scenarios in collaborative filtering: rating prediction (e.g. on a scale of 1 to 5 stars), and item prediction from implicit feedback (e.g. from clicks or purchase actions). It contains dozens of recommender engines, including state-of-the-art matrix factorization methods. It also supports real-time updates to the recommender engines, storing engines to disk and reloading them again, and several evaluation measures to compare the accuracy of different recommender system methods. Three command-line programs that offer most of the functionality contained in the library are included.

Download Website Updated 04 Jul 2011 K-tree

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Pop 75.30
Vit 1.96

K-tree provides a scalable approach to clustering by combining the B+-tree and k-means algorithms. Clustering can be used to solve problems in signal processing, machine learning, and other contexts. It has recently been used to solve document clustering problems on the Wikipedia collection.

Download No website Updated 23 Nov 2013 RecDB

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Pop 69.63
Vit 1.44

RecDB is a recommendation engine built entirely inside PostgreSQL 9.2. It allows application developers to build recommendation applications using a wide variety of built-in recommendation algorithms such as user-user collaborative filtering, item-item collaborative filtering, and singular value decomposition. Applications powered by RecDB can produce online and flexible personalized recommendations to end-users. It is easily used and configured and allows novice developers to define a variety of recommenders that fits their application's needs in few lines of SQL. It can seamlessly integrate recommendation functionality with traditional database operations.

Download No website Updated 01 Oct 2010 Pinta

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Pop 60.83
Vit 2.53

Pinta is an extremely versatile, extensible, self-learning image classification program. It uses texture and color analysis and neural network techniques to automatically learn differences in images. It comes with a C API for easy integration into other software. It is built on top of the pattern recognition and image analysis platform Into.

Download No website Updated 05 Sep 2013 Libnabo

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Pop 39.47
Vit 2.83

libnabo is a fast K Nearest Neighbor library for low-dimensional spaces. It provides a clean, legacy-free, scalar-type–agnostic API thanks to C++ templates.

Download No website Updated 13 Aug 2010 TexLexAn

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Pop 36.99
Vit 1.08

TexLexAn allows you to drag and drop a document or a link to any Web page to analyze. The program will analyze the text, evaluate its readability, categorize the document, summarize it, and archive it.

Download No website Updated 28 Jan 2010 Waffles

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Pop 27.42
Vit 39.29

Waffles is a cross-platform C++ library of algorithms for machine learning, artificial intelligence, data mining, etc. It also contains demo apps and command-line wrapper tools that are useful for visualizing, analyzing, and predictively modeling data.

Download Website Updated 22 Aug 2011 Mee5

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Pop 24.25
Vit 1.01

Mee5 is a set of runtime bindings for the See5 decision tree. It provides a shared library (or DLL) and C, C++, and Python bindings, and adds the possibility to have many clearly separated instances of an application's trees.

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Project Spotlight

CuteMarkEd

A MarkDown editor with live HTML previews.

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Project Spotlight

OrientDB

A high performance document database.