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Logo Aika 0.17

by molzberger - May 14, 2018, 15:42:00 CET [ Project Homepage BibTeX Download ] 6708 views, 1812 downloads, 4 subscriptions

About: Aika is an open source text mining engine. It can automatically extract and annotate semantic information in text. In case this information is ambiguous, Aika will generate several hypothetical interpretations about the meaning of this text and retrieve the most likely one.

Changes:

Aika Version 0.17 2018-05-14

  • Introduction of synapse relations. Previously the relation between synapses was implicitly modeled through word positions (RIDs). Now it is possible to explicitly model relations like: The end position of input activation 1 equals to the begin position of input activation 2. Two types of relations are currently supported, range relations and instance relations. Range relations compare the input activation range of a given synapse with that of the linked synapse. Instance relations also compare the input activations of two synapses, but instead of the ranges the dependency relations of these activations are compared.
  • Removed the norm term from the interpretation objective function.
  • Introduction of an optional distance function to synapses. It allows to model a weakening signal depending on the distance of the activation ranges.
  • Example implementation of a context free grammar.
  • Example implementation for co-reference resolution.
  • Work on an syllable identification experiment based on the meta network implementation.

Aika Version 0.15 2018-03-16

  • Simplified interpretation handling by removing the InterpretationNode class and moving the remaining logic to the Activation class.
  • Moved the activation linking and activation selection code to separate classes.
  • Ongoing work on the training algorithms.

Logo AffectiveTweets 1.0.1

by felipebravom - May 14, 2018, 08:20:50 CET [ Project Homepage BibTeX Download ] 2288 views, 581 downloads, 3 subscriptions

About: A WEKA package for analyzing emotion and sentiment of tweets.

Changes:

Initial Announcement on mloss.org.


Logo 1SpectralClustering 1.2

by tbuehler - May 1, 2018, 19:26:07 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 15993 views, 3090 downloads, 3 subscriptions

About: A fast and scalable graph-based clustering algorithm based on the eigenvectors of the nonlinear 1-Laplacian.

Changes:
  • improved optimization of ncut and rcut criterion
  • optimized eigenvector initialization
  • changed default values for number of runs
  • several internal optimizations
  • made console output more informative

Logo r-cran-arules 1.6-1

by r-cran-robot - April 4, 2018, 00:00:00 CET [ Project Homepage BibTeX Download ] 61277 views, 12616 downloads, 3 subscriptions

About: Mining Association Rules and Frequent Itemsets

Changes:

Fetched by r-cran-robot on 2018-09-01 00:00:03.513366


Logo Armadillo library 8.500

by cu24gjf - April 23, 2018, 17:29:44 CET [ Project Homepage BibTeX Download ] 144044 views, 27596 downloads, 5 subscriptions

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About: Armadillo is a high quality C++ library for linear algebra & scientific computing, aiming towards a good balance between speed and ease of use. The function syntax is deliberately similar to MATLAB. Useful for algorithm development directly in C++, or quick conversion of research code into production environments (eg. software & hardware products).

Changes:
  • faster handling of sparse matrices by kron() and repmat()
  • faster transpose of sparse matrices
  • faster element access in sparse matrices
  • faster row iterators for sparse matrices
  • faster handling of compound expressions by trace()
  • more efficient handling of aliasing in submatrix views
  • expanded normalise() to handle sparse matrices
  • expanded .transform() and .for_each() to handle sparse matrices
  • added reverse() for reversing order of elements
  • added repelem() for replicating elements
  • added roots() for finding the roots of a polynomial

Logo Barista 0.3

by klemms - April 16, 2018, 17:13:03 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 2643 views, 607 downloads, 2 subscriptions

About: A Graphical Tool for Designing and Training Deep Neural Networks

Changes:
  • new Caffe version manager
  • added separate executable for remote server
  • new Session cloning behavior
  • improved Host Manager design
  • change database location in Input Manager
  • many smaller improvements and bugfixes

Logo SMPyBandits 0.9.2

by Naereen - March 20, 2018, 20:12:13 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 1412 views, 285 downloads, 2 subscriptions

About: SMPyBandits: an Open-Source Research Framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms in Python

Changes:

Initial Announcement on mloss.org.


Logo seglearn 0.1

by dmbee - March 14, 2018, 21:45:46 CET [ Project Homepage BibTeX Download ] 1282 views, 309 downloads, 3 subscriptions

About: Python module for machine learning multivariate time series

Changes:

Initial Announcement on mloss.org.


Logo Baycomp 1.0

by janez - March 7, 2018, 01:37:12 CET [ Project Homepage BibTeX Download ] 1304 views, 397 downloads, 3 subscriptions

About: Baycomp is a library for Bayesian comparison of classifiers, as a better alternative for null-hypothesis significance testing.

Changes:

Initial Announcement on mloss.org.


Logo Somoclu 1.7.5

by peterwittek - March 1, 2018, 23:30:34 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 43709 views, 7914 downloads, 3 subscriptions

About: Somoclu is a massively parallel implementation of self-organizing maps. It relies on OpenMP for multicore execution, MPI for distributing the workload, and it can be accelerated by CUDA on a GPU cluster. A sparse kernel is also included, which is useful for training maps on vector spaces generated in text mining processes. Apart from a command line interface, Python, Julia, R, and MATLAB are supported.

Changes:
  • New: A Makefile for mingw to build on Windows.
  • Changed: PR #94 added a much more efficient sparse kernel.
  • Changed: boilerplate code for Julia greatly improved.
  • Changed: Code cleanup, pre-processor macros simplified.
  • Changed: Adapted to Seaborn API changes in plotting heatmaps.

Showing Items 11-20 of 673 on page 2 of 68: Previous 1 2 3 4 5 6 7 Next Last