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Showing posts with the label Deep Learning

Creating Large Lmdbs For Caffe With Numpy Arrays

I have two 60 x 80921 matrices, one filled with data, one with reference. I would like to store the… Read more Creating Large Lmdbs For Caffe With Numpy Arrays

Scheduled Sampling In Tensorflow

The newest Tensorflow api about seq2seq model has included scheduled sampling: https://www.tensorfl… Read more Scheduled Sampling In Tensorflow

Adding Regularizer To Skflow

I recently switched form tensorflow to skflow. In tensorflow we would add our lambda*tf.nn.l2_loss(… Read more Adding Regularizer To Skflow

How To Implement Gradient Ascent In A Keras Dqn

Have built a Reinforcement Learning DQN with variable length sequences as inputs, and positive and … Read more How To Implement Gradient Ascent In A Keras Dqn

Conv2d_transpose Is Dependent On Batch_size When Making Predictions

I have a neural network currently implemented in tensorflow, but I am having a problem making predi… Read more Conv2d_transpose Is Dependent On Batch_size When Making Predictions

Tensorflow Assign Requires Shapes Of Both Tensors To Match. Lhs Shape= [20] Rhs Shape= [48]

I am a TensorFlow noob. I have trained a TensorFlow model from the open source implementation of de… Read more Tensorflow Assign Requires Shapes Of Both Tensors To Match. Lhs Shape= [20] Rhs Shape= [48]

Sess.run() And ".eval()" In Tensorflow Programming

In Tensorflow programming, can someone please tell what is the difference between '.eval()'… Read more Sess.run() And ".eval()" In Tensorflow Programming

Tensorflow Op In Keras Model

I'm trying to use a tensorflow op inside a Keras model. I previously tried to wrap it with a La… Read more Tensorflow Op In Keras Model