Omnis 0.0.5

Deep Learning for everyone

Omnis

Deep Learning for Everyone

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You have just found Omnis.

Omnis is an API of deep neural network applications, written in Python and capable of running on top of Keras. It was developed with a focus on enabling fast application of deep learning.

Use Omnis if you need a deep learning library that:

• Is EASY to learn and use.
• Allows for easy and fast prototyping.
• Supports CNN, LSTM, GAN, RL application.(TBA)
• Runs seamlessly on CPU and GPU.

Omnis is compatible with: Python 2.7-3.6.

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Guiding principles

• Simplicity. Omnis pursues a simple architecture. Designing a software with simple architecture not only helps you to understand the code easily but also helps your painful debugging.

• Easiness. Don't worry about complicated algorithms or theories or mathematics. Omnis will handle difficult stuffs for you. Just learn how to use deep neural networks and USE THIS!

• Modularity. No spaghetti code!

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Installation

Before installing Omnis, please install Keras. We recommend the TensorFlow backend for Keras.

Then, you can install Omnis itself. There are two ways to install Omnis:

• Install Omnis from PyPI (recommended):

If you don't use a virtual environment, you can run the command below (not recommended):

sudo pip install omnis

If you are using a virtual environment, you may want to avoid using sudo (conda virtual environment recommended):

pip install omnis

• Alternatively: install Omnis from the GitHub source:

First, clone Omnis using git:

git clone https://github.com/mkh48v/omnis.git

Then, cd to the Omnis folder and run the install command:

cd omnis
sudo python setup.py install

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Why this name, Omnis?

Omnis means EVERY in Latin. The goal of Omnis is to make deep learning technologies easier so that EVERY one can use deep learning technologies without headache.

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