DeepCL Python wrappers
Python wrapper for DeepCL
To install from pip
pip install DeepCLrelated pypi page: https://pypi.python.org/pypi/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 build from source
Pre-requisites:
on Windows:
Python 2.7 or Python 3.4
A compiler:
Python 2.7 build: need Visual Studio 2008 for Python 2.7 from Microsoft
Python 3.4 build: need Visual Studio 2010, eg Visual C++ 2010 Express
on linux:
Python 2.7 or Python 3.4
g++, supporting c++0x, eg 4.4 or higher
To build:
cd python
python setup.py build_ext -iThen, you can run from this directory, by making sure to add it to the path, eg:
PYTHONPATH=. python test_lowlevel.py /my/mnist/data/dir
To install:
cd python
python setup.py installNotes on how the wrapper works
cDeepCL.pxd contains the definitions of the underlying DeepCL c++ libraries classes
PyDeepCL.pyx contains Cython wrapper classes around the underlying c++ classes
setup.py is a setup file for compiling the PyDeepCL.pyx Cython file
to run unit-tests
From the python directory:
nosetests -svDevelopment builds
If you want to modify the sourcecode, you’ll need to re-run cython, so you’ll need cython:
pip install cython
If you want to update this readme, you might want to re-generate the README.rst, so you’ll need pypandoc:
pip install pypandoc
(note that pypandoc depends on pandoc)
1 maintainer
Metadata
1 maintainer
Release files for DeepCL 6.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| DeepCL-6.0.0.tar.gz | 440.3 kB | Without provenance | Details for DeepCL-6.0.0.tar.gz |
Built distributions (wheels)
| File | Actions Reset | |||
|---|---|---|---|---|
| DeepCL-6.0.0-py3.4-win-amd64.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py3.4-win-amd64.egg |
| DeepCL-6.0.0-py3.4-win32.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py3.4-win32.egg |
| DeepCL-6.0.0-py3.4-linux-x86_64.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py3.4-linux-x86_64.egg |
| DeepCL-6.0.0-py3.4-linux-i686.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py3.4-linux-i686.egg |
| DeepCL-6.0.0-py2.7-win-amd64.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py2.7-win-amd64.egg |
| DeepCL-6.0.0-py2.7-win32.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py2.7-win32.egg |
| DeepCL-6.0.0-py2.7-linux-x86_64.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py2.7-linux-x86_64.egg |
| DeepCL-6.0.0-py2.7-linux-i686.egg | Legacy Egg format | - | - | Details for DeepCL-6.0.0-py2.7-linux-i686.egg |
Total release size: 30.5 MB
Release files / DeepCL-6.0.0.tar.gz
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|---|---|
| Size | 440.3 kB |
| Tags | Source |
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No |
Release files / DeepCL-6.0.0-py3.4-win-amd64.egg
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No |
Release files / DeepCL-6.0.0-py3.4-win32.egg
| Download URL | DeepCL-6.0.0-py3.4-win32.egg |
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Release files / DeepCL-6.0.0-py3.4-linux-x86_64.egg
| Download URL | DeepCL-6.0.0-py3.4-linux-x86_64.egg |
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Release files / DeepCL-6.0.0-py3.4-linux-i686.egg
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Release files / DeepCL-6.0.0-py2.7-win-amd64.egg
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Release files / DeepCL-6.0.0-py2.7-win32.egg
| Download URL | DeepCL-6.0.0-py2.7-win32.egg |
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| Tags | Egg |
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Release files / DeepCL-6.0.0-py2.7-linux-x86_64.egg
| Download URL | DeepCL-6.0.0-py2.7-linux-x86_64.egg |
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| Size | 7.3 MB |
| Tags | Egg |
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Release files / DeepCL-6.0.0-py2.7-linux-i686.egg
| Download URL | DeepCL-6.0.0-py2.7-linux-i686.egg |
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Security for DeepCL 6.0.0
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