Create small multiples of several leaflet web maps with (optional) 
    synchronised panning and zooming control. When syncing is enabled all maps 
    respond to mouse actions on one map. This allows side-by-side comparisons
    of different attributes of the same geometries. Syncing can be adjusted
    so that any combination of maps can be synchronised.

Use the 'leaflet-timeline' plugin with a leaflet widget to add an
    interactive slider with play, pause, and step buttons to explore temporal
    geographic spatial data changes.

Provides utilities to detect common data leakage patterns including train/test
           contamination, temporal leakage, and data duplication, enhancing model reliability and
           reproducibility in machine learning workflows. Generates diagnostic reports and visual
           summaries to support data validation. Methods based on best practices from Hastie,
           Tibshirani, and Friedman (2009, ISBN:978-0387848570).

Instrumental variables (IVs) are a popular and powerful tool for 
  estimating causal effects in the presence of unobserved confounding. However, 
  classical methods rely on strong assumptions such as the exclusion criterion,
  which states that instrumental effects must be entirely mediated by 
  treatments. In the so-called "leaky" IV setting, candidate instruments are 
  allowed to have some direct influence on outcomes, rendering the average 
  treatment effect (ATE) unidentifiable. But with limits on the amount of 
  information leakage, we may still recover sharp bounds on the ATE, providing 
  partial identification. This package implements methods for ATE bounding in 
  the leaky IV setting with linear structural equations. For details, see Watson
  et al. (2024) <doi:10.48550/arXiv.2404.04446>.

An emulator designed for rapid sequential emulation (e.g., Markov chain Monte Carlo applications). Works via extension of the 'laGP' approach by Gramacy and Apley (2015 <doi:10.1080/10618600.2014.914442>). Details are given in Rumsey et al. (2023 <doi:10.1002/sta4.576>).