elpapi42 / deepbay

Tensorflow/Keras Plug-N-Play Deep Learning Models Compilation

DeepBay

This project was created with the objective of compile Machine Learning Architectures created using Tensorflow or Keras. The architectures must be provided as a ready-to-use Plug-and-Play module that can be easily integrated into any existing project or architecture design.

Installation

You can use pip for install this from PyPi:

pip install deepbay

Quick Start

You can use any architecture inside deepbay as an self-contained model ready to be trained:

import tensorflow as tf
import deepbay

denseblock = deepbay.DenseBlock(units=1)

Or you can integrate it to any existing architecture, just use it as any other keras layer:

import tensorflow as tf
import deepbay

model = tf.keras.models.Sequential()
model.add(deepbay.DenseBlock(units=1))

Keep an eye on input/output shapes, you can found them in the class documentation inside every module