All entries.
Showing Items 1-10 of 657 on page 1 of 66: 1 2 3 4 5 6 Next Last

Logo Theano 1.0.0

by jaberg - November 16, 2017, 17:42:27 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 36766 views, 6167 downloads, 3 subscriptions

About: A Python library that allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. Dynamically generates CPU and GPU modules for good performance. Deep Learning Tutorials illustrate deep learning with Theano.

Changes:

Theano 1.0.0 (15th of November, 2017)

Highlights (since 0.9.0):

  • Announcing that MILA will stop developing Theano <https://groups.google.com/d/msg/theano-users/7Poq8BZutbY/rNCIfvAEAwAJ>_

  • conda packages now available and updated in our own conda channel mila-udem To install it: conda install -c mila-udem theano pygpu

  • Support NumPy 1.13

  • Support pygpu 0.7

  • Moved Python 3.* minimum supported version from 3.3 to 3.4

  • Added conda recipe

  • Replaced deprecated package nose-parameterized with up-to-date package parameterized for Theano requirements

  • Theano now internally uses sha256 instead of md5 to work on systems that forbid md5 for security reason

  • Removed old GPU backend theano.sandbox.cuda. New backend theano.gpuarray is now the official GPU backend

  • Make sure MKL uses GNU OpenMP

  • NB: Matrix dot product (gemm) with mkl from conda could return wrong results in some cases. We have reported the problem upstream and we have a work around that raises an error with information about how to fix it.

  • Improved elemwise operations

  • Speed-up elemwise ops based on SciPy

  • Fixed memory leaks related to elemwise ops on GPU

  • Scan improvements

  • Speed up Theano scan compilation and gradient computation

  • Added meaningful message when missing inputs to scan

  • Speed up graph toposort algorithm

  • Faster C compilation by massively using a new interface for op params

  • Faster optimization step, with new optional destroy handler

  • Documentation updated and more complete

  • Added documentation for RNNBlock

  • Updated conv documentation

  • Support more debuggers for PdbBreakpoint

  • Many bug fixes, crash fixes and warning improvements


Logo MLweb 1.1

by lauerfab - November 10, 2017, 11:34:48 CET [ Project Homepage BibTeX Download ] 11967 views, 2844 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:
  • Add gaxpy() and documentation on in-place operations
  • Add loo() function to Classifier and Regression models
  • New contributed toolbox for RNN
  • Minor fixes

Logo sparkcrowd 0.1.3

by enriquegrodrigo - November 8, 2017, 13:42:08 CET [ Project Homepage BibTeX Download ] 257 views, 83 downloads, 2 subscriptions

About: A Spark package implementing algorithms for learning from crowdsourced big data.

Changes:

Initial Announcement on mloss.org.


Logo Obandit 0.2

by fre - November 6, 2017, 14:33:02 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 351 views, 90 downloads, 1 subscription

About: Obandit is an Ocaml module for multi-armed bandits. It supports the EXP, UCB and Epsilon-greedy family of algorithms.

Changes:

Initial Announcement on mloss.org.


Logo Aika 0.10

by molzberger - November 3, 2017, 12:08:43 CET [ Project Homepage BibTeX Download ] 2041 views, 621 downloads, 3 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 0.10 (2017-11-03)

Simplification: Activations are now only added during processing never removed. However, they might be suppressed if they are conflicting with other activations. Removed some old experimental training code and provided two APIs for training and pattern discovery. The APIs allow to implement heuristics when deciding which synapses should be created or which patterns should be selected. Experimental support for text generation.

Aika Version 0.9 (2017-10-22)

Rewrite of the conversion of synapse weights to logic nodes. Optimization of the interpretation search. Fixes for a few deadlocks.


Logo AffectiveTweets 1.0.0

by felipebravom - November 1, 2017, 02:24:58 CET [ Project Homepage BibTeX Download ] 409 views, 123 downloads, 3 subscriptions

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

Changes:

Initial Announcement on mloss.org.


Logo r-cran-arules 1.5-4

by r-cran-robot - October 12, 2017, 00:00:00 CET [ Project Homepage BibTeX Download ] 47456 views, 9683 downloads, 3 subscriptions

About: Mining Association Rules and Frequent Itemsets

Changes:

Fetched by r-cran-robot on 2017-11-01 00:00:03.769993


Logo HIERDENC 1.0

by billandreo - October 31, 2017, 16:01:32 CET [ Project Homepage BibTeX Download ] 602 views, 719 downloads, 2 subscriptions

About: This is a tool for retrieving nearest neighbors and clustering of large categorical data sets represented in transactional form. The clustering is achieved via a locality-sensitive hashing of categorical datasets for speed and scalability.

Changes:

Initial Announcement on mloss.org.


Logo Accord.NET Framework 3.8.0

by cesarsouza - October 23, 2017, 20:50:27 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 41372 views, 6994 downloads, 2 subscriptions

About: The Accord.NET Framework is a .NET machine learning framework combined with audio and image processing libraries completely written in C#. It is a complete framework for building production-grade computer vision, computer audition, signal processing and statistics applications even for commercial use. A comprehensive set of sample applications provide a fast start to get up and running quickly, and an extensive online documentation helps fill in the details.

Changes:

For a complete list of changes, please see the full release notes at the release details page at:

https://github.com/accord-net/framework/releases/tag/v3.8.0


Logo bufferkdtree 1.3

by fgieseke - October 20, 2017, 11:39:59 CET [ Project Homepage BibTeX BibTeX for corresponding Paper Download ] 444 views, 77 downloads, 2 subscriptions

About: The bufferkdtree package is a Python library that aims at accelerating nearest neighbor computations using both k-d trees and modern many-core devices such as graphics processing units (GPUs).

Changes:

Initial Announcement on mloss.org.


Showing Items 1-10 of 657 on page 1 of 66: 1 2 3 4 5 6 Next Last