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Logo diffpriv 0.4.2

by brubinstein - July 18, 2017, 16:09:59 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 530 views, 91 downloads, 3 subscriptions

About: Easy differential privacy

Changes:

Initial Announcement on mloss.org.


Logo MLweb 1.0

by lauerfab - July 7, 2017, 14:43:52 CET [ Project Homepage BibTeX Download ] 10764 views, 2589 downloads, 3 subscriptions

About: MLweb is an open source project that aims at bringing machine learning capabilities into web pages and web applications, while maintaining all computations on the client side. It includes (i) a javascript library to enable scientific computing within web pages, (ii) a javascript library implementing machine learning algorithms for classification, regression, clustering and dimensionality reduction, (iii) a web application providing a matlab-like development environment.

Changes:
  • Faster LeastSquares and RidgeRegression with conjugate gradient method
  • LeastSquares now works also with sparse X
  • Faster thin SVD for tall matrices
  • Fix load data file in LALOLab
  • Add examples in LALOLab

Logo r-cran-effects 3.1-2

by r-cran-robot - September 16, 2016, 00:00:00 CET [ Project Homepage BibTeX Download ] 174 views, 46 downloads, 0 subscriptions

About: Effect Displays for Linear, Generalized Linear, and Other Models

Changes:

Fetched by r-cran-robot on 2017-09-01 00:00:05.390320


Logo Somoclu 1.7.4

by peterwittek - June 6, 2017, 15:48:11 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 30621 views, 5531 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: Verbosity parameter in the command-line, Python, MATLAB, and Julia interfaces.
  • Changed: Calculation of U-matrix parallelized.
  • Changed: Moved feeding data to train method in the Python interface.
  • Fixed: The random seed was set to 0 for testing purposes. This is now changed to a wall-time based initialization.
  • Fixed: Sparse matrix reader made more robust.
  • Fixed: Compatibility with kohonen 3 resolved.
  • Fixed: Compatibility with Matplotlib 2 resolved.

Logo glyph 0.3.2

by mquade - June 1, 2017, 20:51:52 CET [ Project Homepage BibTeX Download ] 897 views, 273 downloads, 3 subscriptions

About: glyph is a python 3 library based on deap providing abstraction layers for symbolic regression problems.

Changes:

Initial Announcement on mloss.org.


Logo r-cran-biglasso 1.3-6

by r-cran-robot - April 12, 2017, 00:00:00 CET [ Project Homepage BibTeX Download ] 1444 views, 298 downloads, 2 subscriptions

About: Extending Lasso Model Fitting to Big Data

Changes:

Fetched by r-cran-robot on 2017-09-01 00:00:03.500504


Logo SparklingGraph 0.0.7

by riomus - May 22, 2017, 15:29:28 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 6660 views, 1446 downloads, 3 subscriptions

About: Large scale, distributed graph processing made easy.

Changes:

Graph partitioning methods APSP approximation method Performance improvements License change Bug fixes


Logo Kernel Adaptive Filtering Toolbox 2.0

by steven2358 - May 22, 2017, 10:05:33 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 11225 views, 1860 downloads, 2 subscriptions

About: A Matlab benchmarking toolbox for online and adaptive regression with kernels.

Changes:
  • Changes in algorithms' Matlab class format
  • New algorithms
  • Minor improvements and bug fixes

Logo r-cran-deepnet 0.2

by r-cran-robot - March 20, 2014, 00:00:00 CET [ Project Homepage BibTeX Download ] 324 views, 99 downloads, 0 subscriptions

About: deep learning toolkit in R

Changes:

Fetched by r-cran-robot on 2017-09-01 00:00:05.157429


Logo r-cran-caret 6.0-76

by r-cran-robot - September 1, 2017, 00:00:04 CET [ Project Homepage BibTeX Download ] 133814 views, 25349 downloads, 3 subscriptions

About: Classification and Regression Training

Changes:

Fetched by r-cran-robot on 2017-09-01 00:00:04.164307


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