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Keras is a deep learning API written in Python, running on top of the machine learning platform TensorFlow.
Keras Website
Parsimonious neural networks
Tools | 09 Jul 2020 | Contributor(s):: Saaketh Desai, Alejandro Strachan
Design and train neural networks in conjunction with genetic algorithms to discover equations directly from data
JZ SPIN
https://nanohub.org/members/278310
Data Science and Machine Learning for MSE Students: introduction and Hands-on Activities
Teaching Materials | 10 Sep 2019 | Contributor(s):: Alejandro Strachan, Juan Carlos Verduzco Gastelum, Saaketh Desai
This document introduces basic concepts of data science and machine learning in the context of materials science applications. The focus is on hands-on activities where readers use open, online tools in nanoHUB to explore the concepts being introduced. Topics covered include querying data...
TensorFlow Tutorials
Tools | 03 Dec 2018 | Contributor(s):: Juan Carlos Verduzco Gastelum, Saaketh Desai, Alejandro Strachan
Ready-to-run Jupyter notebooks for machine learning using Tensorflow and Keras