Thermodynamic data consistency: The case of Li-mica
How do ore deposits form? This question motivates geochemists to build internally consistent thermodynamic databases to predict conditions where minerals pre...
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Hypothesis-driven feature engineering
I’m starting a machine learning project to use microbial communities as biosensors for redox potential. Why is this important? Well, redox potential (written...
Sustainable data preprocessing with pipelines
Early in my modeling of the Titanic dataset (a kind of “Hello World” for machine learning), I was struck by the variety - or inconsistency - of data preproce...
Installing AutoSklearn with conda
I really wanted to try out the examples of using AutoSklearn over at Machine Learning Mastery. But when I ran pip install auto-sklearn, an error occurred: