Fitness Landscape Analysis of Neural Networks

This repository contains various bits and pieces of TensorFlow code used by Anna Bosman to perform fitness landscape analysis of neural network search spaces.

Documentation to be updated.

Name		Name	Last commit message	Last commit date
Latest commit History 45 Commits
data/input		data/input
datasets		datasets
README.md		README.md
XOR_all_metrics.py		XOR_all_metrics.py
cancer.py		cancer.py
csv_data_reader.py		csv_data_reader.py
diabetes.py		diabetes.py
fla_for_nn.py		fla_for_nn.py
fla_for_nn_tf.py		fla_for_nn_tf.py
fla_metrics.py		fla_metrics.py
glass.py		glass.py
heart.py		heart.py
histogram_test.py		histogram_test.py
iris.py		iris.py
mnist_macro.py		mnist_macro.py
nn_for_fla.py		nn_for_fla.py
nn_for_fla_tf.py		nn_for_fla_tf.py
pgwalk_optimizer.py		pgwalk_optimizer.py
random_samplers.py		random_samplers.py
random_samplers_tf.py		random_samplers_tf.py
test_generalisation_iris.py		test_generalisation_iris.py
xor.py		xor.py
xor_EXTRA.py		xor_EXTRA.py
xor_bash.sh		xor_bash.sh
xor_fla.py		xor_fla.py
xor_macro.py		xor_macro.py
xor_micro.py		xor_micro.py
xor_sim.py		xor_sim.py

annabosman/fla-in-tf

Folders and files

Latest commit

History

Repository files navigation

Fitness Landscape Analysis of Neural Networks

About

Resources

Stars

Watchers

Forks

Languages