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Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

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Is segmentation of sounds works well ? I`ve listened to TalkingMachinesPodcast.wav, watched waves spectre in Camtasia Studio and compared with output of segmentation.py: ('0.0m 0.0s', 0) ('0.0m 2.Ss', 1) ('0.0m...

The Chromagram function used in chapter 5 for K-Means classification returns an error when fed an audio file. **TypeError: 'float' object cannot be interpreted as an index**

When I executed, the audio_clustering.py script, I got the following error: FailedPreconditionError (see above for traceback): Attempting to use uninitialized value matching_filenames [[Node: matching_filenames/read = Identity[T=DT_STRING, _class=["loc:@matching_filenames"], _device="/job:localhost/replica:0/task:0/cpu:0"](matching_filenames)]] To solve...

Hi, your demo Code - as shown in chapter 8 - which access yahoos historic data fails. The failure is "yahoo_finance.YQLResponseMalformedError: Response malformed." after calling: prices = get_prices('MSFT', '1992-07-22', '2016-07-22')...

I've managed to run the code from chapter 8 successfully and the update_q seems to be creating Q values for states. I now wanted to run the simulation a 100...

saver.save(sess, "spikes.ckpt") doesn't work require running tf.global_variables_initializer() for newer version of Tensorflow sess = tf.InteractiveSession() init = tf.global_variables_initializer() sess.run(init) raw_data = [1., 2., 8., -1., 0., 5.5, 6., 13] spikes...

Hi, I am trying to reproduce your exponential moving average example but I get the error "TypeError: Can not convert a float32 into a Tensor. " I modified the lines...

I am trying to implement self-organizing maps in python, ideally in tensorflow. Thanks for your efforts here! When using `SOM()` with anything other than `dim=3` doesn't seem to work. I...