This is a pre-production deployment of Warehouse, however changes made here WILL affect the production instance of PyPI.
Latest Version Dependencies status unknown Test status unknown Test coverage unknown
Project Description

Python wrapper for DeepCL

Pre-requisites

  • You must have first installed and activated DeepCL native libraries, see Build.md
  • numpy

To install from pip

pip install --upgrade DeepCL

How to use

See test_deepcl.py for an example of:

  • creating a network, with several layers
  • loading mnist data
  • training the network using a higher-level interface (NetLearner)

For examples of using lower-level entrypoints, see test_lowlevel.py:

  • creating layers directly
  • running epochs and forward/backprop directly

For example of using q-learning, see test_qlearning.py.

To install from source

Pre-requisites:

  • on Windows:
  • Python 2.7 or Python 3.4
  • A compiler:
  • on linux:
  • Python 2.7 or Python 3.4
  • g++, supporting c++0x, eg 4.4 or higher
  • have first already built the native libraries, see Build.md
  • have activated the native library installation, ie called dist/bin/activate.sh, or dist/bin/activate.bat
  • numpy installed

To install:

cd python
python setup.py install

Changes

  • 30 July 2016:
  • Added net.getNetdef(). Note that this is only an approximate representation of the network
  • 29 July 2016:
  • New feature: can provide image tensor as 4d tensor now ,instead of 1d tensor (1d tensor ok too)
  • CHANGE: all image and label tensors must be provided as numpy tensors now, array.array no longer valid input
  • bug fix: qlearning works again :-)
  • 25 July 2016:
  • added RandomSingleton class, to set the seed for weights initialization
  • added xor.py example
Release History

Release History

11.3.1

This version

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11.3.0alpha1

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11.3.0a1

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11.2.2alpha1

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11.2.2a1

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11.2.0alpha1

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11.2.0a1

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11.1.1

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11.1.0

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11.0.1

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11.0.0alpha5

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10.3.0a1

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10.3.0alpha1

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10.2.0a4

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10.2.0alpha4

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10.2.0a3

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10.2.0alpha3

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10.2.0alpha2

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10.2.0a2

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10.2.0a1

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10.2.0alpha1

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10.1.0

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10.0.1

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10.0.0

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9.0.3

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9.0.2

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9.0.1

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9.0.0a2

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9.0.0alpha2

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8.5.4a2

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8.5.4alpha2

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8.5.4a1

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8.5.4alpha1

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8.5.3

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8.5.2

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8.5.1

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8.5.0alpha3

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8.5.0a3

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8.4.0alpha4

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8.4.0a4

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8.4.0alpha2

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8.4.0a2

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8.4.0alpha1

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8.3.2alpha4

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8.3.2a4

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8.3.2a3

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8.3.2alpha3

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8.3.2a1

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8.3.2alpha1

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8.3.1

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8.1.4

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8.1.3

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8.1.2

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8.1.1

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8.0.0

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6.0.0

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Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.10.2

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.10.1

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.10.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.9.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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v5.9.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.8.4

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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v5.8.4

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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v5.8.3

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.8.3

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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v5.8.2

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.8.2

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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v5.8.1

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.8.1

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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v5.8.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

Show More

5.8.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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v5.7.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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5.5.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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4.0.0

History Node

TODO: Figure out how to actually get changelog content.

Changelog content for this version goes here.

Donec et mollis dolor. Praesent et diam eget libero egestas mattis sit amet vitae augue. Nam tincidunt congue enim, ut porta lorem lacinia consectetur. Donec ut libero sed arcu vehicula ultricies a non tortor. Lorem ipsum dolor sit amet, consectetur adipiscing elit.

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Download Files

Download Files

TODO: Brief introduction on what you do with files - including link to relevant help section.

File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
DeepCL-11.3.1-py2.7-linux-i686.egg (506.1 kB) Copy SHA256 Checksum SHA256 2.7 Egg Aug 21, 2016
DeepCL-11.3.1-py2.7-linux-x86_64.egg (543.8 kB) Copy SHA256 Checksum SHA256 2.7 Egg Aug 21, 2016
DeepCL-11.3.1-py2.7-win32.egg (104.5 kB) Copy SHA256 Checksum SHA256 2.7 Egg Aug 21, 2016
DeepCL-11.3.1-py2.7-win-amd64.egg (132.8 kB) Copy SHA256 Checksum SHA256 2.7 Egg Aug 21, 2016
DeepCL-11.3.1-py3.4-linux-i686.egg (544.6 kB) Copy SHA256 Checksum SHA256 3.4 Egg Aug 21, 2016
DeepCL-11.3.1-py3.4-linux-x86_64.egg (583.5 kB) Copy SHA256 Checksum SHA256 3.4 Egg Aug 21, 2016
DeepCL-11.3.1-py3.5-win32.egg (102.3 kB) Copy SHA256 Checksum SHA256 3.5 Egg Aug 21, 2016
DeepCL-11.3.1-py3.5-win-amd64.egg (129.4 kB) Copy SHA256 Checksum SHA256 3.5 Egg Aug 21, 2016
DeepCL-11.3.1.tar.gz (156.6 kB) Copy SHA256 Checksum SHA256 Source Aug 21, 2016

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