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Data Analysis

Adding execution environment metadata to a Jupyter notebook with 'watermark'

Dec. 25, 2024·187 words·1 min· loading · loading

Tools Data Analysis Python

Bookshelf Scanner

1086 words·6 mins· loading · loading

Data Science Python Programming ML/AI Data Analysis

How I use Python to organize my data analyses

Jul. 27, 2024·2551 words·12 mins· loading · loading

Data Science Data Analysis Python

Tidy Tuesday ↗ ↖

Data Science R Data Analysis

Dirichlet Regression with PyMC

Nov. 9, 2022·1428 words·7 mins· loading · loading

Dev Bayesian PyMC Data Analysis Modeling Statistics Python

Comparing ML/AI summarizations of papers ↗ ↖

Data Science Python Programming ML/AI Data Analysis

PyMC3 MCMC performance with and without Theano's NumPy BLAS warning (updated with PyMC v4 comparison!)

Feb. 11, 2022·1199 words·6 mins· loading · loading

Dev Data Analysis Bayesian PyMC Python Modeling

Non-linear model of serial dilutions with Stan

Jan. 22, 2022·1972 words·10 mins· loading · loading

Data Science R Stan Modeling Bayesian Data Analysis

Mixing centered and non-centered parameterizations in a hierarchical model with PyMC3

Jul. 16, 2021·3936 words·19 mins· loading · loading

Data Science Python Bayesian PyMC Data Analysis Modeling Statistics

Conducting a Bayesian analysis with 'rstanarm' and publishing with 'distill'

May. 30, 2021·1204 words·6 mins· loading · loading

Dev R Bayesian Data Analysis