Package: python3-keras (2.2.4-1)

[ Source: 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).

Other Packages Related to python3-keras

• dep: python3

  Interaktivt objektorienteret højniveausprog - standardversion af python3

• dep: python3-h5py

  Almen Pythongrænseflade til hdf5 - Python 3

• dep: python3-keras-applications

  Populære modeller og præøvede vægte for Keras dybe læringsramme

• dep: python3-keras-preprocessing

  Dataforbrændermodul for Keras dybe læringsramme

• dep: python3-numpy

  Hurtig tabelfacilitet til Python 3-sproget

• dep: python3-scipy

  Videnskabelige værktøjer for Python 3

• dep: python3-six (>= 1.9.0)

  Python 2- og 3-kompatibilitetsbibliotek - Python 3-grænseflade

• dep: python3-theano

  CPU/GPU-matematikudtrykskompiler for Python 3

• dep: python3-yaml

  YAML-fortolker og udleder for Python 3

Download python3-keras

Download for all available architectures

Architecture	Package Size	Installed Size	Files
all	197.3 kB	1,502.0 kB	[list of files]