FedArtML 0.1.4

Federated learning for Artificial Intelligence and Machine Learning library

FedArtML

Federated Learning for Artificial Intelligence and Machine Learning

Installation

pip install fedartml

Get started

How to plot an interactive stacked bar plot (with sliders) per each local node (client) and label's classes.

from fedartml import InteractivePlots

from keras.datasets import mnist



# Load MNIST data

(train_X, train_y), (test_X, test_y) = mnist.load_data()



# Define labels to use

my_labels = train_y



# Instantiate a InteractivePlots object

my_plot = InteractivePlots(labels=my_labels)



# Show stacked bar distribution plot

my_plot.show_stacked_distr()

Documentation

Find the documentation of the library on:

https://fedartml.readthedocs.io/en/latest/