R-universe search: exports:update

Showing 7 of total 7 results (show query)

modeloriented

DALEX:moDel Agnostic Language for Exploration and eXplanation

Any unverified black box model is the path to failure. Opaqueness leads to distrust. Distrust leads to ignoration. Ignoration leads to rejection. DALEX package xrays any model and helps to explore and explain its behaviour. Machine Learning (ML) models are widely used and have various applications in classification or regression. Models created with boosting, bagging, stacking or similar techniques are often used due to their high performance. But such black-box models usually lack direct interpretability. DALEX package contains various methods that help to understand the link between input variables and model output. Implemented methods help to explore the model on the level of a single instance as well as a level of the whole dataset. All model explainers are model agnostic and can be compared across different models. DALEX package is the cornerstone for 'DrWhy.AI' universe of packages for visual model exploration. Find more details in (Biecek 2018) <https://jmlr.org/papers/v19/18-416.html>.

Maintained by Przemyslaw Biecek. Last updated 2 months ago.

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

1.4k stars 13.40 score 876 scripts 21 dependents

ramikrispin

covid19italy:The 2019 Novel Coronavirus COVID-19 (2019-nCoV) Italy Dataset

Provides a daily summary of the Coronavirus (COVID-19) cases in Italy by country, region and province level. Data source: Presidenza del Consiglio dei Ministri - Dipartimento della Protezione Civile <https://www.protezionecivile.it/>.

Maintained by Rami Krispin. Last updated 2 years ago.

47 stars 6.07 score 25 scripts

luomus

fbi:Finnish Biodiversity Indicators

Finnish biodiversity indicators is a service providing time series of abundance indices and related metrics for Finland. The input data for the indices are provided by the Finnish Biodiversity Information Facility.

Maintained by William K. Morris. Last updated 8 days ago.

5.89 score 60 scripts

kamapu

biblio:Interacting with BibTeX Databases

Reading and writing BibTeX files using data frames in R sessions.

Maintained by Miguel Alvarez. Last updated 3 months ago.

3 stars 5.32 score 26 scripts 3 dependents

statnmap

tweetrbot:Functions for a Twitter bot

Functions to allow retrieve, store and retweet regularly.

Maintained by Sebastien Rochette. Last updated 2 years ago.

3 stars 3.48 score 4 scripts

obrienjoey

spRingsteen:All Things Data and Springsteen

An R data package containing setlists from all Bruce Springsteen concerts over 1973-2021. Also includes all his song details such as lyrics and albums. Data extracted from: <http://brucebase.wikidot.com/>.

Maintained by Joey OBrien. Last updated 1 years ago.

2.70 score 1 scripts

afrimapr

africovid:Visualisation of Sub-National Covid Data for Africa

Visualisation of Sub-National Covid Data for Africa.

Maintained by Andy South. Last updated 4 years ago.

1.70 score