Generating Handwritten Digits on MNIST using GANs

[swaingotnochill]

This PR is for discussing the issues and working on GANs notebook for MNIST dataset.

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[swaingotnochill]

@zoq @kartikdutt18 When I am adding convulation layer, it seems to give an error that

/home/viole/anaconda3/envs/notebook/include/mlpack/methods/ann/ffn.hpp:290:36: error: no member named 'push_back'

Is it due to syntax error while using the modules or something else? I tried working around it, but don't know why its giving push_back not found(this function should be available).

your thoughts?

[kartikdutt18]

model.Add(new mlpack::ann::Convolution<>(,6,5,5,1,1,0,0,28,28))

Could you try this?

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[swaingotnochill]

I tried but it doesn't seems to work too.
input_line_65:2:16: error: no matching constructor for initialization of 'mlpack::ann::Convolution<>' model.Add(new mlpack::ann::Convolution<>(1,6,5,5,1,1,0,0,28,28)); ^ ~~~~~~~~~~~~~~~~~~~~~ /home/viole/anaconda3/envs/notebook/include/mlpack/methods/ann/layer/layer_types.hpp:172:7: note: candidate constructor (the implicit copy constructor) not viable: requires 1 argument, but 10 were provided class Convolution; ^ /home/viole/anaconda3/envs/notebook/include/mlpack/methods/ann/layer/layer_types.hpp:172:7: note: candidate constructor (the implicit move constructor) not viable: requires 1 argument, but 10 were provided

No matching constructor..

[zoq]

I just tested it on lab.mlpack.org and there it works fine, I had some problems with namespaces in the past, can you put each namespace into a separate cell?

[zoq]

For an example about how to save/load a model you can checkout https://github.com/mlpack/examples/blob/master/mnist_simple/mnist_simple.cpp, the interesting part is:

https://github.com/mlpack/examples/blob/master/mnist_simple/mnist_simple.cpp#L170

and

examples/mnist_simple/mnist_simple.cpp

Line 174 in 776e116

mlpack::data::Load("../data/mnist_test.csv", dataset, true);

Let me know if I should clarify anything further.

[kartikdutt18]

Hi Swain, Could you push the latest changes (if you have got the issue resolved).

[swaingotnochill]

Hi Swain, Could you push the latest changes (if you have got the issue resolved).

Sure...I will push it by Tonight (I don't have the computer right now )

[swaingotnochill]

I redirected the PR at #172 . Closing this one.