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Shap’s partition explainer for language models
Shap’s partition explainer for language models
The Shapley value, the Owen value, and the partition explainer in shap: how it all relates
Lilo Wagner
May 20
The wrong and right way to approximate Area Under Precision-Recall Curve (AUPRC)
The wrong and right way to approximate Area Under Precision-Recall Curve (AUPRC)
There are many ways to summarize the AUPRC, but not all are of equal merit
Tam D Tran-The
May 20
Featured
COVID-19 Outcome Predictions from Wastewater
COVID-19 Outcome Predictions from Wastewater
Forecasting cases, hospitalization and deaths with CDC’s wastewater data, the NWSS dataset. Uses pandas windowing and correlation.
Chuck Connell
May 19
Six Things You Need to Know About Changing from Business Person to Data Scientist
Six Things You Need to Know About Changing from Business Person to Data Scientist
Insights from a Managing Director who Became a Data Scientist
Lucy Rothwell
May 19
🎨 Art & Science with GPT-3 persona chatbot.
🎨 Art & Science with GPT-3 persona chatbot.
In this Art&Science project, we wanted to show non-human <–> human interactions throw cutting-edge technologies.
Nikita Kiselov
May 19
Latest
Analytical Excellence Is All about Speed
Analytical Excellence Is All about Speed
Career advice to guide data analysts to the top
Cassie Kozyrkov
May 18
Word2Vec with Time Series: A Transfer Learning Approach
Word2Vec with Time Series: A Transfer Learning Approach
Learn Meaningful Embedding Representations for Time Series
Marco Cerliani
May 18
The FWL Theorem, Or How To Make All Regressions Intuitive
The FWL Theorem, Or How To Make All Regressions Intuitive
Matteo Courthoud
May 16
Using Caching to Speed up Your Python Code
Using Caching to Speed up Your Python Code
Implement various caching strategies in Python
Xiaoxu Gao
May 16
Concepts You Have to Know for Data Science Interviews — Part II. Probability
Concepts You Have to Know for Data Science Interviews — Part II. Probability
Most frequently asked questions in data scientist interviews
Tessa Xie
May 16
Where Should We Eat? The Five Rules of Decision Analysis Explained
Where Should We Eat? The Five Rules of Decision Analysis Explained
A gentle introduction to the discipline that connects data science to actionable value
Tyler Buffington, PhD
May 16
How to Learn New Programming Languages Easily
How to Learn New Programming Languages Easily
Pick up any new programming language — with Python, Java, and Go examples
Kay Jan Wong
May 16
Data Capitalism: innovation, extraction, social conscience
Data Capitalism: innovation, extraction, social conscience
How to advance social capital in a world increasingly governed by surveillance capitalism?
Chloe Lubin
May 14
Advanced Visualisations for Text Data Analysis
Advanced Visualisations for Text Data Analysis
Explore n-gram word cloud, chord diagram, and a bubble chart, and their implementation in Python
Petr Korab
May 14
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