Discussions
AttributeError: 'Plot' object has no attribute 'channels'
I am new to OpenDeep, trying out the example code for monitoring channels, copy and pasted the code from the example page, but shows this error : Plot object has no attribute 'channel'. Can anyone please help. Thanks
A binary classifier experiment
Hi,
Fantastic Library, so clear!
I was just wondering, i am trying to use the library for a binary classifier experiment using the log loss function to train the model. This is for a university experiment around benchmarking different models. Would you have some time to provide an example of how to use the library to achieve the above goal.
Many thanks,
Best,
Andrew
Get output vector before the softmax layer ?
Dear all,
I would like to know how to get the probabilities (output values of the neural network) of each class of a given trained MLP in OpenDeep ?
This would play the role of a confidence.
Thanks a lot !
how to predict after traing
Hi
I have a question
After training a model , How can I predict using sample data ?
Setup
I'm looking to evaluate OpenDeep. Any recommendations on GPU hardware (NVidia graphics cards) and what Distribution of Linux to use?
when i run rnnrbm_mnist.py test program I got this error
INFO:opendeep.optimization.optimizer:Train monitors: {'crossentropy/train': 0.45665097, 'error/train': 0.17261043}
Traceback (most recent call last):
File "/home/elliotnam/workspace2/facerecognition/rnnrbm_mnist.py", line 95, in
run_sequence(1)
File "/home/elliotnam/workspace2/facerecognition/rnnrbm_mnist.py", line 54, in run_sequence
optimizer.train(plot=plot)
File "/usr/local/lib/python2.7/dist-packages/opendeep-0.0.9a0-py2.7.egg/opendeep/optimization/optimizer.py", line 391, in train
self.STOP = self._perform_one_epoch(train_function, plot)
File "/usr/local/lib/python2.7/dist-packages/opendeep-0.0.9a0-py2.7.egg/opendeep/optimization/optimizer.py", line 464, in _perform_one_epoch
plot.update_plots(epoch=self.epoch_counter, monitors=current_mean_monitors)
File "/usr/local/lib/python2.7/dist-packages/opendeep-0.0.9a0-py2.7.egg/opendeep/monitor/plot.py", line 213, in update_plots
line_color=self.colors[color_idx % len(self.colors)])
File "/home/elliotnam/.local/lib/python2.7/site-packages/bokeh/_glyph_functions.py", line 37, in func
glyph = _make_glyph(glyphclass, kwargs, glyph_ca)
File "/home/elliotnam/.local/lib/python2.7/site-packages/bokeh/plotting_helpers.py", line 144, in _make_glyph
return glyphclass(kws)
File "/home/elliotnam/.local/lib/python2.7/site-packages/bokeh/plot_object.py", line 90, in init
super(PlotObject, self).init(kwargs)
File "/home/elliotnam/.local/lib/python2.7/site-packages/bokeh/properties.py", line 357, in init
setattr(self, name, value)
File "/home/elliotnam/.local/lib/python2.7/site-packages/bokeh/properties.py", line 371, in setattr
(name, self.class.name, text, nice_join(matches)))
AttributeError: unexpected attribute 'y_axis_label' to Line, possible attributes are line_alpha, line_cap, line_color, line_dash, line_dash_offset, line_join, line_width, name, session, tags, visible, x or y
question on Convolutional Network example
hi
do you have any CNN example code
for example, CNN for mnist something like that
thx
How can I reuse a trained model?
Hello.
ImportError (MidiOutFile)
Trying to run the Your First Model tutorial, but I get the error that follows below. I've had to install the most recent stable version of Theano (0.7.0) instead of the bleeding edge one indicated in the install instructions due to some compatibility issues with Python 3.2, in case that could somehow be the root of the problem. Unlike this fellow (http://www.opendeep.org/v0.0.8/discuss/55b3b090a96deb1900990d7e) I haven't figured out the cause, though I'll let you know if I work it out. Running Kali Linux, Python 3.2, Pillow 2.7.0, numpy 1.9.2, and scipy 0.16.0 in addition to the aforementioned theano 0.7.0.
please check this
when I run your rbmminst sample I got this error
