keras-blog
keras-blog copied to clipboard
fchollet
Blog with Keras news, tutorials, and demos.
Currently the feed at https://blog.keras.io/feeds/all.rss.xml has links like this: ``` //blog.keras.io/user-experience-design-for-apis.html ``` However some platforms (like Slack, and various email clients, and some versions of some mobile browsers) do not...
The train and val loss with 10e-5 are 0.14 whereas they are 0.11 with 10e-8 (0.12 with 5e-7). However the new activity mean for th test set is 5.31. I...
In the article https://blog.keras.io/keras-as-a-simplified-interface-to-tensorflow-tutorial.html, I found I had to add ``` init_op = tf.global_variables_initializer() sess.run(init_op) ``` before calling `train_step.run` on the MNIST data. (I don't see a source file for...
Remove leading '/' to prevent anchors from redirecting to root
By default `border_mode='valid'`, thus there will be a tensor difference between the inputs and outputs. Added `, border_mode='same'` as in the layer above within the model. This fixes the code...
While reproducing the examples from the blog for a lecture I realised that the losses dont add up. Plain 784->32->784 indeed gives 0.10 easily and can even lower. Second step...
