Codon Consultingincodon-consultingUsing entity embeddings with FastAI (v1 and v2!)The FastAI library’s built-in functionality for tabular data classification and regression, based on neural networks with categorical…May 7, 20201May 7, 20201
Codon Consultingincodon-consultingTabular Data and Deep Learning: Where Do We Stand?During the 2010s, deep learning revolutionized computer vision and natural language processing, but plain old tabular datasets have proved…May 7, 20201May 7, 20201
Codon Consultingincodon-consultingTabNet: Deep learning for tabular dataWe recently published an article about Google Research’s TabNet library for modelling tabular data using an attention-based deep learning…Feb 22, 2020Feb 22, 2020
Codon Consultingincodon-consultingCatBoost and NODE for tabular dataWe recently published an article on modelling tabular data with the CatBoost and NODE packages on Towards Data Science:Feb 22, 2020Feb 22, 2020
Codon Consultingincodon-consultingTackling Climate Change with Machine Learning — the Jevons paradoxBy Fredrik EdinFeb 10, 2020Feb 10, 2020
