Project details for Blocks

Logo Blocks 0.1

by bartvm - March 30, 2015, 22:25:02 CET [ Project Homepage BibTeX Download ]

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Description:

Blocks is a framework that helps you build neural network models on top of Theano. Currently it supports and provides:

  • Constructing parametrized Theano operations, called "bricks", with a large number of neural network layers built-in
  • Pattern matching to select variables and bricks in large models
  • Algorithms to optimize your model such as SGD, Adadelta, Adam
  • Saving and resuming of training
  • Monitoring and analyzing values during training progress (on the training set as well as on test sets)
  • Application of graph transformations, such as dropout
Changes to previous version:

Initial Announcement on mloss.org.

BibTeX Entry: Download
URL: Project Homepage
Supported Operating Systems: Platform Independent
Data Formats: Agnostic
Tags: Deep Learning, Neural Networks, Machine Learning
Archive: download here

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