ntm
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snowkylin
TensorFlow implementation of Neural Turing Machines (NTM), with its application on one-shot learning (MANN)
In copy task v2 the implementation of TensorFlow 2, where are you compiling, training, and saving the model. Could you please let me know that? After running task v2, how...
Hello @snowkylin please, I have question regarding the instance meaning. is instance means the variant shapes of a letter? for example, when we are saying training with 10th instances, that...
When I run 'python3 copy_task.py', I got errors after batches 5000 as logs below. Should I make ./save/copy_task/NTM directory? > batches 4900, loss 0.00113704 > [[ 1. 1. 1. 1....
Hi there, I'm trying to integrate a memory network into an A3C agent. For reference, I followed closely this implementation of A3C: https://github.com/awjuliani/DeepRL-Agents/blob/master/A3C-Doom.ipynb My aim is to replace the LSTM...
Hi, thanks for your code, I use these to do sequence prediction task, I find there is a problem that the vector in different memory slots tend to be same....
I tried to train this network to identify 13 classes with 5 RGB images for each class. One image is like this.  I modified the network to work with...
Hello, I have trained your model on omniglot (train and validation combined) and am achieving similar results to what you're presenting. I am interested in running a single image through...
I got an error when I run 'python one_shot_learning.py'. I think, it occurred because there is no data folder . Could you explain how to get omniglot dataset and set...
I got an error when I run copy_task.py --mode test. First, I learn NTM with this command > python3 copy_task.py --rnn_num_layers 3 --rnn_size 64 --max_seq_length 10 --memory_size 20 --memory_vector_dim 8...
When I run 'python3 copy_task.py --rnn_num_layers 3 --rnn_size 64 --max_seq_length 10 --memory_size 20 --memory_vector_dim 8 --vector_dim 4' , I got an error about argument converting. So, I added "type=int," or...