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[ Kaynak: keras  ]

Paket: python3-keras (2.2.4-1)

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).

python3-keras ile İlgili Diğer Paketler

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  • dep: python3
    interactive high-level object-oriented language (default python3 version)
  • 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
    Fast array facility to the Python 3 language
  • dep: python3-scipy
    scientific tools for Python 3
  • dep: python3-six (>= 1.9.0)
    Python 2 and 3 compatibility library (Python 3 interface)
  • dep: python3-theano
    CPU/GPU math expression compiler for Python 3
  • dep: python3-yaml
    YAML parser and emitter for Python3

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