Thomas Bury – Medium

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Thomas Bury

Interpretable ML 1 — Don’t trust linear models!

The cohort of data scientists walked down in a cave where a massive shiny golden idol was reflecting the light of the burning fire…

10 min readJan 21, 2022

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Interpretable ML 1 — Don’t trust linear models!

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Thomas Bury
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Towards Data Science

Make the most value of your code

Package, package them all and be your own giant

7 min readDec 10, 2021

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Make the most value of your code

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Thomas Bury
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Towards Data Science

Through the proxy — conda, git and pip

Breaking the wall

4 min readNov 19, 2021

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Through the proxy — conda, git and pip

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Thomas Bury
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Towards Data Science

Your colour map is bad, here’s how to fix it — lessons learnt from the Event Horizon Telescope

Can you remember those papers with those blurry excel charts and unreadable colours? No? It’s pretty normal, one does. Even if the content…

5 min readJun 14, 2021

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Your colour map is bad, here’s how to fix it — lessons learnt from the Event Horizon Telescope

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Thomas Bury

Interpretable ML 3: What nobody tells you about SHAP values

Our journey through the intricacies of interpretable machine learning continues! In this episode, we’ll venture beyond simplistic…

11 min readFeb 11, 2024

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Interpretable ML 3: What nobody tells you about SHAP values

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Thomas Bury

Interpretable ML 2: From Linear Idols to Non-Linear Frontiers: A Quest for Interpretability

In the realm of machine learning, linear models have long held a position of reverence, revered for their simplicity and ease of…

6 min readJan 30, 2024

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Interpretable ML 2: From Linear Idols to Non-Linear Frontiers: A Quest for Interpretability

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Thomas Bury

Unleash the Potential of Data with ARFS — Part 1: Uncover Hidden Relationships 🔍🚀

Hey Data Enthusiasts! 🌟

8 min readJan 8, 2024

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Unleash the Potential of Data with ARFS — Part 1: Uncover Hidden Relationships 🔍🚀

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Thomas Bury

Visualize Your Geospatial Data Like A Pro with Geomapviz 🗺️👨‍🔬

Are you tired of looking at boring and static maps? Do you want to spice up your geospatial data visualization game? Look no further, my…

5 min readMay 13, 2023

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Visualize Your Geospatial Data Like A Pro with Geomapviz 🗺️👨‍🔬

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Thomas Bury

Thomas Bury

Physicist by passion and training, Data Scientist for a living (ok it's fun too), interdisciplinary by conviction. Human Bender for some topics.

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