I'm using Anaconda Python 2.7 on windows 10 I was planning on doing Keras visualization so (whilst spyder was open) I opened the Anaconda command prompt and pip installed graphviz and pydot. Now w...

The theory from these links show that the order of Convolutional Network is: Convolutional Layer - Non-linear Activation - Pooling Layer. Neural networks and deep learning (equation (125) Deep le...

What exactly is a Tensor in Theano, and what is the precise connection with Tensors as they are typically understood in Physics or Math? I went through the Theano at Glance and the Basic Tensor fun...

when I use following ways to update ,there is some problem, system told me "missing header for unified diff at line 1 of patch cd theano/scan_module/ cython scan_perform.pyx patch scan_perform.c n...

def conv2d_bn(x, nb_filter, nb_row, nb_col, border_mode='same', subsample=(1, 1), name=None): '''Utility function to apply conv + BN. ''' x = Convolution2D(nb_filter, nb_row, nb_col, subsamp...

I'm using python3.6 theano, with mingw-w64-x86-64 installed, my os is Win10_64, cuda installed, and seems everything is ok the theano.test() is ok, saying my gpu is working, but it just keeps ...

I'm researching ML/Theano, and recently came across this script: https://gist.github.com/notmatthancock/68d52af2e8cde7fbff1c9225b2790a7f which was cool to play with. And like all ML researchers, I ...

I'm playing with the reuters-example dataset and it runs fine (my model is trained). I read about how to save a model, so I could load it later to use again. But how do I use this saved model to pr...

I have a multi output(200) binary classification model which I wrote in keras. In this model I want to add additional metrics such as ROC and AUC but to my knowledge keras dosen't have in-built ROC...

C:\Users\meela\Anaconda3\python.exe E:/TTIGAN/test.py You can find the C code in this temporary file: C:\Users\meela\AppData\Local\Temp\theano_compilation_error_zncbj7_k Traceback (most recent cal...

I am trying to fine tune and save a model in Keras and load it, but I am getting this error: Value Error: You are trying to load a weight file containing 16 layers into a model with 0 layers. I tr...

In duration of following these tutorial Neural net , on running test.py file , I am getting these exceptions and warnings .I had already tried previous suggestions but nothing has worked . WARNING...

When I am trying to run this import keras I am getting following error: Traceback (most recent call last): File "<ipython-input-1-c74e2bd4ca71>", line 1, in <module> import kera...

I have followed all the instructions from https://datanoord.com/2016/02/01/setup-a-deep-learning-environment-on-windows-theano-keras-with-gpu-enabled/ but can't seem to get it work. I have added ...

I'm using MNIST example with 60000 training image and 10000 testing image. How do I find which of the 10000 testing image that has an incorrect classification/prediction?

I want to make a custom layer which is supposed to fuse the output of a Dense Layer with a Convolution2D Layer. The Idea came from this paper and here's the network: the fusion layer tries to f...

I looked to the following examples from Keras: MLP in MNIST: https://github.com/fchollet/keras/blob/master/examples/mnist_mlp.py CNN in MNIST: https://github.com/fchollet/keras/blob/master/exampl...

I am interested in building reinforcement learning models with the simplicity of the Keras API. Unfortunately, I am unable to extract the gradient of the output (not error) with respect to the weig...

UPDATE: I have to re-write this question as after some investigation I realise that this is a different problem. Context: running keras in a gridsearch setting using the kerasclassifier wrapper w...

Different teams use different libraries to train and run neural networks (caffe, torch, theano...). This makes sharing difficult: each library has its own format to store networks and you have to i...

How can I print the numerical value of a theano TensorVariable? I'm new to theano, so please be patient :) I have a function where I get y as a parameter. Now I want to debug-print the shape of th...

I wonder how to install Theano on Anaconda Python 2.7 x64 on Windows 7 x64. The Theano website provides some instructions but is not clear as to what is specific to Anaconda.

I want to distribute my python code on machines running windows 7+. It consists of a couple of .py files with the main in cprofiles_lmfit.py, together with a file cprofiles.ui to describe the GUI a...

I would like to use this pretrained model. It is in theano layout, my code depends on tensorflow image dimension ordering. There is a guide on converting weights between the formats. But this se...

I'm running this simple example: import theano x = theano.tensor.dscalar() f = theano.function([x], 2*x) f(4) and I get: AttributeError: ('The following error happened while compiling the node'...