Geeks With Blogs
Josh Reuben March 2017 Entries
Distributed TensorFlow Pipeline using Google Cloud Machine Learning Engine
OverviewTensorFlow https://www.tensorflow.org/ is an open source software library for Machine Learning across a range of tasks, developed by Google. It is currently used for both research and production at Google products, and released under the Apache 2.0 open source license. TensorFlow can run on multiple CPUs and GPUs (via CUDA) and is available on Linux, macOS, Android and iOS. TensorFlow computations are expressed as stateful dataflow graphs, whereby neural networks perform on multidimensional ......

Posted On Friday, March 17, 2017 4:01 PM

Keras QuickRef
Keras QuickRefKeras is a high-level neural networks API, written in Python that runs on top of the Deep Learning framework TensorFlow. In fact, tf.keras will be integrated directly into TensorFlow 1.2 !Here are my API notes:Model APIsummary() get_config() from_config(config) set_weights() set_weights(weights) to_json() to_yaml() save_weights(filepath) load_weights(filepath, by_name) layers Model Sequential /Functional APIsadd(layer) compile(optimizer, loss, metrics, sample_weight_mode) fit(x, y, ......

Posted On Friday, March 17, 2017 3:26 PM

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