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A (weak) stationary distribution has no trend, no seasonality, and no changes in variance. With these properties, predictions are independent of the absolute point in time. The tra…

Our IMPALA also currently only supports discrete action spaces because we wanted to exactly replicate Deepmind's implementation for benchmarking. In your case I'd suggest looking i…

We are building a B2B machine learning product and are running pilots with a customer (currently building models for their data on our servers). We expect this customer will want t…

For anyone wondering where that weird 1.27059 factor comes from: Amazon takes 15% commission (+ a fixed commission fee) for book sales. 1.27059 * 0.85 = 1.08(00015), so (practicall…

Actually, MM in Roman numerals is 2,000, not a million.

Am I the only one triggered by the fact that they used blue USB 2.0 ports?

Thanks for your kind words and thanks for your suggestion. I agree it's sensible to provide information on how to connect your problem space to our library. We have some more blogp…

At least in terms of integration, TensorForce aims to be a "plug and play" library. However, RL is not at a stage right now where you can just plug an algorithm to any kind of prob…

I actually implemented pretty much the same layout (custom kernel, A/B partitions, but one each for the OS and the player software) for a similar use case (background music player)…

Thanks again for the elaborate answer. It sounds like a great product with solid tech. I'll definitely be looking into it!

Thanks, that looks promising! Do you use it yourself, or just happen to know about it?

There are open source tools like heapster which have to be manually deployed. Are there any good SaaS solutions to manage container resource utilisation? Preferably supporting mult…