Jeff Heaton comments

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                                            Jeff Heaton

Failed to run the Train_eval_atari.py in categorical DQN example

Has anyone on the TF-Agents team ever thought of putting together a colab tutorial on how to run Atari games? This seems to be a real weak spot for TF-Agents....

Workbench: Enhance evaluation for NN regression

I agree it looks odd, but as near as I can tell this is the data. I tested, and got the same result. But when I look at your data...

Workbench: Enhance evaluation for NN regression

Will have to think about that. I think the neural network needs to remain fairly agnostic of normalization. Perhaps creating a new error function that does not simply take a...

How do I use the encog data formats for audio classification with hidden markov models?

Encog does not have any support for reading audio directly. However I will add an example of directly building a dataset of this type from scratch.

Haskell examples

Thank you. I would be very interested in adding Haskell examples. I will take a look at what you have so far soon.

PMML

That is a very good idea! It would be a nice enhancement to Encog to read/write these files.

Modularity and extensibility of RProp implementation

I will have to think about this some more. For now I am assigning to 3.1.

Rework convolution nets (CNN) in Java and C#

Java examples have been reworked to use DL4J. Next the C# will be updated for CNTK.

EncogCmd Wizard: Multiple target fields

Thanks, that is a good idea. I will add this as an enhancement soon.

Trained neural network outputs the same results for all evaluation rows

I know Encog does not return the same outputs in all cases, so this is something to do with this unique case, so I am marking as support. Usually when...