Re: tf.Transform library for using TensorFlow with Beam

2017-02-27 Thread Davor Bonaci
The Beam portability framework will enable this in Java too; not sure we can do much sooner than that! On Fri, Feb 24, 2017 at 3:33 PM, Amit Sela wrote: > That's great! many people have asked me about that and I'm glad to see this > happening. > Anyone know if there's something at work for the J

Re: tf.Transform library for using TensorFlow with Beam

2017-02-24 Thread Amit Sela
That's great! many people have asked me about that and I'm glad to see this happening. Anyone know if there's something at work for the Java SDK (assuming I don't want to wait for Fn API support) ? On Fri, Feb 24, 2017 at 8:44 AM Jean-Baptiste Onofré wrote: > Fantastic ! > > That's a great addit

Re: tf.Transform library for using TensorFlow with Beam

2017-02-23 Thread Jean-Baptiste Onofré
Fantastic ! That's a great addition and awesome to see that with Beam ! Regards JB On 02/24/2017 02:51 AM, Robert Bradshaw wrote: One thing I'm really excited about this library is that it allows one to more easily express transforms on columnar data (which is useful beyond just ML). For examp

Re: tf.Transform library for using TensorFlow with Beam

2017-02-23 Thread Robert Bradshaw
One thing I'm really excited about this library is that it allows one to more easily express transforms on columnar data (which is useful beyond just ML). For example, if your input elements have two fields "x" and "y" then you can write functions like def preprocessing_fn(inputs): x_centered

Re: tf.Transform library for using TensorFlow with Beam

2017-02-23 Thread Davor Bonaci
Beam and TensorFlow coming together -- a big deal for us! On Thu, Feb 23, 2017 at 3:49 PM, Ahmet Altay wrote: > Hi all, > > Yesterday, there was an announcement from TensorFlow community about the > new tf.Transform library [1]. It is a library that allows users to define > pre-processing pipeli

tf.Transform library for using TensorFlow with Beam

2017-02-23 Thread Ahmet Altay
Hi all, Yesterday, there was an announcement from TensorFlow community about the new tf.Transform library [1]. It is a library that allows users to define pre-processing pipelines and run using large scale data processing frameworks. It is a library specifically designed to work with Apache Beam.