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Showing posts with the label Tensorflow

Dataset Shape Mismatch Conv1d Input Layer

Trying to set up a Conv1D layer to be the input layer in keras. The dataset is 1000 timesteps, and … Read more Dataset Shape Mismatch Conv1d Input Layer

How To Keep Lookup Tables Initialized For Prediction (and Not Just Training)?

I create a lookup table from tf.contrib.lookup, using the training data (as input). Then, I pass ev… Read more How To Keep Lookup Tables Initialized For Prediction (and Not Just Training)?

Averaging A Sentence’s Word Vectors In Keras- Pre-trained Word Embedding

I am new to Keras. My goal is to create a Neural Network Multi-Classification for Sentiment Analysi… Read more Averaging A Sentence’s Word Vectors In Keras- Pre-trained Word Embedding

Does Bias In The Convolutional Layer Really Make A Difference To The Test Accuracy?

I understand that bias are required in small networks, to shift the activation function. But in the… Read more Does Bias In The Convolutional Layer Really Make A Difference To The Test Accuracy?

Keras: No Gradients Provided For Any Variable

I am working on a GAN based problem and I am getting this issue where the gradients are not visible… Read more Keras: No Gradients Provided For Any Variable

Merge Rows Together Who Have The Same Value In A Column

I have a CSV file like this (which parsed by using the pandas by using read_csv): Filename f1 f2 f3… Read more Merge Rows Together Who Have The Same Value In A Column

Tensorflow Real Example

I've a wrote a code based on this Tensorflow example . the issue that I'm having is that… Read more Tensorflow Real Example

Why Should I Build Separated Graph For Training And Validation In Tensorflow?

I've been using tensorflow for a while now. At first I had stuff like this: def myModel(trainin… Read more Why Should I Build Separated Graph For Training And Validation In Tensorflow?