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When two lines have the same "title" AND "year" AND "authors" keep only one (the first? the most complete?)
Below the three key in ISI and SCOPUS:
- title --> ISI = TI / Scopus = Title
- year -->…
tommv updated
3 years ago
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Any time I try to call the initialization function on a network containing a convolutional layer I get the same "tuple index out of range error".
Here is a minimum example using one of the code sn…
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### System information
- **Have I written custom code**: Yes, see neural net structure [here](https://github.com/gmalsagov/Emotion-Multiclass-CNN/blob/master/cnn-embeddings/cnn_embeddings.py)
- **OS…
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I implemented a Linear Chain CRF layer for sequence tagging tasks inspired by the paper:
Lample et al. Neural Architectures for Named Entity Recognition (Neural Architectures for Named Entity Recogni…
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The following code shows the introductory example with a simple modification. It uses an additional input tensor with (random) meta information, aka wide&deep model. Both input layers are named, so th…
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```import numpy as np
import keras
from keras.optimizers import SGD
from keras.models import Sequential, Model
from keras.layers import Activation, Dense, Dropout, Flatten, Input, Merge, Conv3D, M…
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Check out some of ideas mentioned here to enhance the neural network:
@lightvector https://github.com/lightvector/GoNN
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Initial thoughts on the concepts without any further research to bac…
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Today we discuss some powerful techniques for improving training and avoiding over-fitting:
Dropout: remove activations at random during training in order to regularize the model
Data augmentation…
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I have neural network like follows
```
public static void main(String[] args) throws IOException, InterruptedException {
int batchSize = 19;
int epoch = 10;
long seed = 123;
int heig…