Julia Silge

Explore literary prizes with Positron’s Data Explorer

Release an R package with Positron

First look at Positron, exploring orca encounters

Mapping change in United State polling places

Empirical Bayes for Doctor Who episodes

Logistic regression for US House election vote share

Topic modeling for Taylor Swift Eras

Weighted log odds ratios for haunted places in the US

Bootstrap confidence intervals for how often Roy Kent says “F*CK”

Evaluate multiple ML approaches for spam detection

Evaluate the performance of GPT detectors

Byte pair encoding tokenization for geographical place names

Use xgboost and effect encodings to model tornadoes

Predict childcare costs in US counties with xgboost and early stopping

Deploy a model on AWS SageMaker with vetiver

Use OpenAI text embeddings for horror movie descriptions

Resampling to understand gender in art history textbooks

To downsample or not? Handling class imbalance in bird feeder observations

How to handle high cardinality predictors for data on museums in the UK

Find high FREX and high lift words in Stranger Things dialogue

Deploy different prediction types for a Bigfoot sighting model

Deploy a model for LEGO sets with Docker

Sliding window aggregation for rents in San Francisco

Understand the gender pay gap three ways

Spatial resampling to understand drought in Texas

Predict NYT bestsellers with wordpiece tokenization

Handling coefficients for modeling collegiate sports expenditures

Poisson regression with tidymodels for package vignette counts

Statistical inference for aircraft and rank of Tuskegee airmen

Feature engineering & interpretability for xgboost with board game ratings