Blog

2025-08-21 Neural Networks: Benchmarking Design
2025-07-28 Neural Networks: Torch in mlr3
2025-06-24 Neural Networks: `TensorFlow` and `PyTorch` in R
2024-07-26 Neural Networks and Tabular Data
2024-03-04 Neural Networks: Stochastic Gradient Descent
2024-02-14 Neural Networks: Regularisation and overfitting
2024-01-30 Neural Networks for Classification II: Assignment Rules
2024-01-19 Neural Networks for Classification I: Class Probabilities
2023-12-01 Neural Networks: Cross-validation
2023-10-12 Neural Networks: First steps towards a workflow
2023-10-03 Neural Networks: Data - Real and Simulated
2023-09-21 Neural Networks: Search Paths
2023-09-08 Neural Networks: C Code for Gradient Descent
2023-08-25 Neural Networks: R Code for Gradient Descent
2023-07-24 Methods: Introduction to Neural Networks
2023-06-22 makepipe vs targets
2023-04-12 The fileArchive Package
2023-04-12 My Evolving Workflow
2022-11-14 Kaggle Playground November 2022: BART again
2022-11-01 Bayesian Sliced 5: Airbnb Price Prediction
2022-10-31 Methods: Bayesian trees
2022-10-15 Bayesian Sliced 4: Rain Tomorrow
2022-10-09 Creating a blog post with targets
2022-10-08 Methods: The `targets` Package
2022-10-03 Bayesian Sliced 3: Superstore profits
2022-09-27 Methods: Nimble HMC (Second thoughts)
2022-09-26 Methods: Nimble HMC
2022-05-19 Bayesian Sliced 2: Wildlife Strikes
2022-03-28 Bayesian Sliced 1: Boardgame Ratings
2022-03-21 Methods: Assessing MCMC Output
2022-03-12 Methods: R Software for Bayesian Analysis
2022-03-07 Methods: MCMC Algorithms
2022-02-10 Methods: Introduction to Bayesian Analysis
2021-12-06 Sliced Episode 12: Loan Defaults
2021-11-12 Sliced Episode 11: Austin House Prices
2021-11-10 Methods: PipeOps in mlr3
2021-11-02 Sliced Episode 10: Animal adoption
2021-11-01 Methods: Introduction to mlr3
2021-10-28 Sliced Episode 9: Baseball home runs
2021-10-18 Sliced Episode 8: Spotify Popularity
2021-10-05 Sliced Episode 7: Customer Churn
2021-09-28 Sliced Episode 6: Ranking Games on Twitch
2021-09-20 Sliced Episode 5: Airbnb Price Prediction
2021-09-16 Sliced Episode 4: Rain Tomorrow
2021-09-14 Sliced Episode 3: Superstore profits
2021-09-12 Sliced Episode 2: Wildlife Strikes
2021-09-10 Sliced Episode 1: Boardgame Ratings
2021-09-08 Sliced Methods Overview
2021-09-07 Sliced 2021 Episode Overview