shinykanban - Create Kanban Board in Shiny Applications

Provides an interactive Kanban board widget for 'shiny' applications. It allows users to manage tasks using a drag-and-drop interface and offers customizable styling options. 'shinykanban' is ideal for project management, task tracking, and agile workflows within 'shiny' apps.

Last updated 2 months ago

3.70 score 5 stars 242 downloads

fdicdata - Accessing FDIC Bank Data

A system provides a set of functions for working with data from the Federal Deposit Insurance Corporation (FDIC), including retrieving financial data for FDIC-insured institutions and accessing the data taxonomy.

Last updated 2 years ago

3.65 score 9 stars 3 scripts 287 downloads

datadriftR - Concept Drift Detection Methods for Stream Data

A system designed for detecting concept drift in streaming datasets. It offers a comprehensive suite of statistical methods to detect concept drift, including methods for monitoring changes in data distributions over time. The package supports several tests, such as Drift Detection Method (DDM), Early Drift Detection Method (EDDM), Hoeffding Drift Detection Methods (HDDM_A, HDDM_W), Kolmogorov-Smirnov test-based Windowing (KSWIN) and Page Hinkley (PH) tests. The methods implemented in this package are based on established research and have been demonstrated to be effective in real-time data analysis. For more details on the methods, please check to the following sources. Kobylińska et al. (2023) <doi:10.48550/arXiv.2308.11446>, S. Kullback & R.A. Leibler (1951) <doi:10.1214/aoms/1177729694>, Gama et al. (2004) <doi:10.1007/978-3-540-28645-5_29>, Baena-Garcia et al. (2006) <https://www.researchgate.net/publication/245999704_Early_Drift_Detection_Method>, Frías-Blanco et al. (2014) <https://ieeexplore.ieee.org/document/6871418>, Raab et al. (2020) <doi:10.1016/j.neucom.2019.11.111>, Page (1954) <doi:10.1093/biomet/41.1-2.100>, Montiel et al. (2018) <https://jmlr.org/papers/volume19/18-251/18-251.pdf>.

Last updated 8 months ago

3.30 score 1 stars 205 downloads