Posts by Tag

Machine Learning

ML MiniLesson: Using pretrained layers

2 minute read

Transfer learning take layers of an existing neural network previously trained on a (usually large) dataset. These layers are the starting point to build a n...

Sustainable data preprocessing with pipelines

11 minute read

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

1 minute read

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:

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Data

Sustainable data preprocessing with pipelines

11 minute read

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...

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Python

Installing AutoSklearn with conda

1 minute read

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:

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Feature Engineering

Hypothesis-driven feature engineering

5 minute read

I’m starting a machine learning project to use microbial communities as biosensors for redox potential. Why is this important? Well, redox potential (written...

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Genomics

Hypothesis-driven feature engineering

5 minute read

I’m starting a machine learning project to use microbial communities as biosensors for redox potential. Why is this important? Well, redox potential (written...

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Geochemistry

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R

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LLMs

LLMs in Claim Verification

3 minute read

Scientific papers make lots of claims with supporting citations. However, even well-intentioned writers make mistakes, and automated citation verification is...

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Transfer Learning

ML MiniLesson: Using pretrained layers

2 minute read

Transfer learning take layers of an existing neural network previously trained on a (usually large) dataset. These layers are the starting point to build a n...

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TensorFlow

ML MiniLesson: Using pretrained layers

2 minute read

Transfer learning take layers of an existing neural network previously trained on a (usually large) dataset. These layers are the starting point to build a n...

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Deep Learning

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NLP

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Claim Verification

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