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I have created a simple neural net (using keras) for my NLP application which classify data point into 1 of the 2 classes {Class labels: 0,1}. My model gave > 95% accuracy on Test data. I have deploye…
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It doesn't seem like custom gradients like this can be built automatically and is a nice idea. Could the log likelihood trick be implemented?
http://arxiv.org/pdf/1506.05254v3.pdf
http://blog.shakirm…
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This plan captures our work from early August to mid September. We will ship around September 15th. Major work items of this iteration include Volta 16bit support and C#/.NET API. There will also be n…
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```
---------------------------------------------------------------------------
AttributeError Traceback (most recent call last)
in ()
37
38 env.reset()
--…
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Hi, I get free(): invalid pointer error running both the notebook and reinforcement_q_learning.py of pyTorch tutorials (the kernels dies and restarts, but seems a gym issue (see [here](https://github…
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Currently, the development of machine learning tools are in several different packages without little coordination. Consequently, some efforts are repetitive, while some important aspects remain lacki…
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@fchollet Since we're not adding much to the repo at this stage (in terms of layers, loss functions, callbacks, etc.), we've talked quite a bit about an external repo for user/additional contributions…
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There are 3 main parts that will work together to make hybrid work.
1) Fn Server (API)
2) Fn LB
3) Fn Runners/Workers
At a high level, they interact like this:
Control Plane | | Wor…
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Hi everybody,
Is there a plan to standardize a framework for runners and agents, especially for testing?
A standard API for agents like `new_episode()`, `observe(observation)`, `act()` would me…
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In "A Tutorial on Bayesian Optimization of Expensive Cost Functions, with Application to Active User Modeling and Hierarchical Reinforcement Learning" ( http://arxiv.org/pdf/1012.2599v1.pdf ), linked …