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Welcome to Blocks’ documentation! — Blocks 0.2.0 documentation

Managing the computation graph. Create your own brick. Welcome to Blocks’ documentation! Welcome to Blocks’ documentation! Blocks is a framework that helps you build and manage neural network models on using Theano. Want to get try it out? Blocks and having a look at the quickstart. Further down this page. Once you’re hooked, try your hand at the tutorials. Blocks is developed in parallel with Fuel. A dataset processing framework. Managing the computation graph. Create your own brick. In the future we al...

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Welcome to Blocks’ documentation! — Blocks 0.2.0 documentation | blocks.readthedocs.io Reviews
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Managing the computation graph. Create your own brick. Welcome to Blocks’ documentation! Welcome to Blocks’ documentation! Blocks is a framework that helps you build and manage neural network models on using Theano. Want to get try it out? Blocks and having a look at the quickstart. Further down this page. Once you’re hooked, try your hand at the tutorials. Blocks is developed in parallel with Fuel. A dataset processing framework. Managing the computation graph. Create your own brick. In the future we al...
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7 recurrent neural networks
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Welcome to Blocks’ documentation! — Blocks 0.2.0 documentation | blocks.readthedocs.io Reviews

https://blocks.readthedocs.io

Managing the computation graph. Create your own brick. Welcome to Blocks’ documentation! Welcome to Blocks’ documentation! Blocks is a framework that helps you build and manage neural network models on using Theano. Want to get try it out? Blocks and having a look at the quickstart. Further down this page. Once you’re hooked, try your hand at the tutorials. Blocks is developed in parallel with Fuel. A dataset processing framework. Managing the computation graph. Create your own brick. In the future we al...

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1

Recurrent neural networks — Blocks 0.2.0 documentation

http://blocks.readthedocs.io/en/latest/rnn.html

Managing the computation graph. Getting initial states back. Create your own brick. This section is very much work in progress! This tutorial explains recurrent bricks in Blocks. Readers unfamiliar with bricks should start with the. First and continue with this tutorial afterwards. As a starting example, we’ll be building an RNN which accumulates the input it receives (figure above). The equation describing that RNN is. Mathbf{h} t = mathbf{h} {t-1} mathbf{x} t ]. The equation for the RNN is. We will mod...

2

Welcome to Blocks’ documentation! — Blocks 0.0.1 documentation

http://blocks.readthedocs.io/en/rtd2

Managing the computation graph. Welcome to Blocks’ documentation! Welcome to Blocks’ documentation! Blocks is a framework that helps you build and manage neural network models on using Theano. Want to get try it out? Blocks and having a look at the quickstart. Further down this page. Once you’re hooked, try your hand at the tutorials. Blocks is developed in parallel with Fuel. A dataset processing framework. Also, don’t hesitate to file bug reports and feature requests by making a GitHub issue. Provided ...

3

Python Module Index — Blocks 0.2.0 documentation

http://blocks.readthedocs.io/en/latest/py-modindex.html

Managing the computation graph. Create your own brick. Blocks.bricks.recurrent.architectures. Blocks.bricks.recurrent.base. Blocks.bricks.recurrent.misc. Blocks.bricks.sequence generators. Provided by Read the Docs. On Read the Docs. Free document hosting provided by Read the Docs.

4

Configuration — Blocks 0.2.0 documentation

http://blocks.readthedocs.io/en/latest/configuration.html

Managing the computation graph. Create your own brick. Blocks allows module-wide configuration values to be set using a YAML. Configuration file and environment variables. Environment variables override the configuration file which in its turn overrides the defaults. The configuration is read from. If it exists. A custom configuration file can be used by setting the. Environment variable. A configuration file is of the form:. If a setting is not configured and does not provide a default, a. The directory...

5

Live plotting — Blocks 0.2.0 documentation

http://blocks.readthedocs.io/en/latest/plotting.html

Managing the computation graph. Create your own brick. The live plotting functionality is part of. Which must be separately installed. Plots often give a clearer image of your training progress than textual logs. This is why Blocks has a. Extension which allows you to plot the entries from the log that you are interested in. An interactive visualization library, to perform the plotting. More specifically, we use the. First, make sure that you installed the necessary requirements (see. To (f(x) = x 2 ).

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Welcome to Blocks’ documentation! — Blocks 0.2.0 documentation

Managing the computation graph. Create your own brick. Welcome to Blocks’ documentation! Welcome to Blocks’ documentation! Blocks is a framework that helps you build and manage neural network models on using Theano. Want to get try it out? Blocks and having a look at the quickstart. Further down this page. Once you’re hooked, try your hand at the tutorials. Blocks is developed in parallel with Fuel. A dataset processing framework. Managing the computation graph. Create your own brick. In the future we al...

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