rnn-tutorial-rnnlm

rnn-tutorial-rnnlm copied to clipboard

Hi: I ran your ipython notebook and found that if I use your text generation program, which is for Theano though, in the vanilla RNN then it will throw error,...

mazzzystar

NameError: name 'softmax' is not defined

1

Hi, Thank you for the great tutorial. I got stuck here, o[t]= softmax(self.V.dot(s[t])) Inside the forward_propagation function definition NameError: name 'softmax' is not defined I tried implementing a function called...

Xnsam

I think there is something wrong with code of the function of calculate_total_loss

1

Hi, since the loss function formula is $ \begin{aligned} L(y,o) = - \frac{1}{N} \sum_{n \in N} y_{n} \log o_{n} \end{aligned} $ And the code in RNNLM.ipynb is ``` def calculate_total_loss(self,...

GoingMyWay

Because some of us are more OCD than others.

salsakran

Where is RNNNumpy?

1

I can not find the numpy code. Thanks.

kli-casia

error: multinomial in generate_sentence of RNNLM.ipynb

3

Thanks for this great tutorial! When I'm trying to run code within `RNNLM.ipynb`, I got an error in `generate_sentence`, witch says: ``` File "mtrand.pyx", line 4811, in mtrand.RandomState.multinomial (numpy/random/mtrand/mtrand.c:32755) ValueError:...

yuanzhigang10

Hello! I' trying to modify a bit you're code to make the RNN return not an index of a word, but an array. That is, my input will be an...

AlbertoArdu

Saving/Loading of Model Parameters

1

Disclaimer - I am fairly new to coding in general. Could you also use something like np.savetxt('filename.csv', model.hidden_dim, delimiter=",") instead of using np.savez? I was having trouble with using np.savez...

ghost

error:scan() got an unexpected keyword argument 'strict'

3

When I run the 'RNNTheano' in ipython file: RNNLM, an error emerges: TypeError Traceback (most recent call last) in () 2 # To avoid performing millions of expensive calculations we...

carrierlxk