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fastml.com
| | aimatters.wordpress.com
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| | A few weeks ago, it was announced that Keras would be getting official Google support and would become part of the TensorFlow machine learning library. Keras is a collectionof high-level APIs in Python for creating and training neural networks, using either Theano or TensorFlow as the underlying engine. Given my previous posts on implementing an...
| | www.paepper.com
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| | Recent advances in training deep neural networks have led to a whole bunch of impressive machine learning models which are able to tackle a very diverse range of tasks. When you are developing such a model, one of the notable downsides is that it is considered a "black-box" approach in the sense that your model learns from data you feed it, but you don't really know what is going on inside the model.
| | r2rt.com
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| | [AI summary] This technical tutorial provides a step-by-step guide to building Recurrent Neural Networks in Tensorflow that can handle variable-length input sequences, covering techniques such as zero-padding, dynamic_rnn usage, loss masking for sequence-to-sequence tasks, and data bucketing to optimize training speed.
| | teddykoker.com
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| In this post we will be using a method known as transfer learning in order to detect metastatic cancer in patches of images from digital pathology scans.