Paket: python3-keras (2.2.4-1)

[ Quellcode: keras  ]

deep learning framework running on Theano or TensorFlow

Keras is a Python library for machine learning based on deep (multi- layered) artificial neural networks (DNN), which follows a minimalistic and modular design with a focus on fast experimentation.

Features of DNNs like neural layers, cost functions, optimizers, initialization schemes, activation functions and regularization schemes are available in Keras a standalone modules which can be plugged together as wanted to create sequence models or more complex architectures. Keras supports convolutions neural networks (CNN, used for image recognition resp. classification) and recurrent neural networks (RNN, suitable for sequence analysis like in natural language processing).

It runs as an abstraction layer on the top of Theano (math expression compiler) by default, which makes it possible to accelerate the computations by using (GP)GPU devices. Alternatively, Keras could run on Google's TensorFlow (not yet available in Debian).

Andere Pakete mit Bezug zu python3-keras

• dep: python3

  Interaktive objektorientierte Hochsprache (Python3-Standardversion)

• dep: python3-h5py

  general-purpose Python interface to hdf5 (Python 3)

• dep: python3-keras-applications

  popular models and pre-trained weights for the Keras deep learning framework

• dep: python3-keras-preprocessing

  data preprocessing module for the Keras deep learning framework

• dep: python3-numpy

  Schnelle Array-Einrichtung für die Sprache Python 3

• dep: python3-scipy

  Wissenschaftliche Werkzeuge für Python 3

• dep: python3-six (>= 1.9.0)

  Bibliothek für die Kompatibilität von Python 2 und 3 (Python-3-Schnittstelle)

• dep: python3-theano

  CPU/GPU math expression compiler for Python 3

• dep: python3-yaml

  Python3-Parser und -Emitter für YAML

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Architektur	Paketgröße	Größe (installiert)	Dateien
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