Questions tagged [pybrain]

PyBrain is an open source machine-learning library for python. It supports a wide range of optimisation techniques, neural networks, reinforcement learning and more.

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How to train neural networks with large sized data sets?

I have a dataset size of ~500000 with input dimension 46. I am trying to use Pybrain to train the network but the training is extremely slow for the whole dataset. Using batches of 50000 data points, ...
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L1 regularization in pybrain

From my machine learning class,it seems L1 norm regularization is the standard way to obtain sparse and probably better fit for machine learning problems. But from pybrain, it seems L1 norm ...
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Parallel Q-learning

I'm looking for academic papers or other credible sources focusing on the topic of parralelized reinforcement learning, specifically Q-learning. I'm mostly interested in methods of sharing Q-table ...