Tag: deep learning
Caching Deep Learning Models with TensorFlow, Keras and PTMLib
Save Machine Learning models, time, and energy (and maybe even the planet)
I’ve noticed when going through lengthy ML tutorials for Keras and TensorFlow that I often run the same models repeatedly in Jupyter Notebook, regardless of the fact they have no changes. This is natural for me with a notebook with multiple models. I also find that typing the code into a new notebook, rather than just clicking Shift + Enter, aids my understanding and retention of what I have learned.
Xandly5 – Generate Lyrics with Deep Learning and Natural Language Processing
Xandly5 is a lyrics generator powered by Natural Language Processing (NLP) and the Keras and TensorFlow frameworks. Deep Learning models are trained on separate collections…
Continue reading “Xandly5 – Generate Lyrics with Deep Learning and Natural Language Processing”Announcing PTMLib – Pendragon Tools for Machine Learning
PTMLib is a set of utilities that I have built and used while working with Machine Learning frameworks such as Scikit-Learn and TensorFlow…
Continue reading “Announcing PTMLib – Pendragon Tools for Machine Learning”