MogenDavid

MogenDavid's Stars

• tlverse/tlverse

  📦 :toolbox: Your One Stop to Targeted Learning in R with the tlverse

  327

• mewo2/medley

  A system for blending regression models in R

  Language:R7516

• kathoffman/sixpack

  core[lation] work

  Language:R2

• kathoffman/tmleplus

  R functions to calculate effects from tmle, ltmle, survtmle, and SuperLearner fit objects.

  Language:R3

• zachmayer/caretEnsemble

  caret models all the way down :turtle:

  Language:HTML22675

• ModelOriented/xai2shiny

  Create Shiny application with model exploration from explainers

  Language:R192

• ModelOriented/corrgrapher

  Visualize correlations between variables

  Language:R13

• ModelOriented/ArenaR

  Data generator for Arena - interactive XAI dashboard

  Language:R304

• ModelOriented/iBreakDown

  Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

  Language:R7915

• ModelOriented/modelDown

  modelDown generates a website with HTML summaries for predictive models

  Language:R11814

• ModelOriented/randomForestExplainer

  A set of tools to understand what is happening inside a Random Forest

  Language:R23038

• ModelOriented/DALEX

  moDel Agnostic Language for Exploration and eXplanation

  Language:Python1.4k165

• ModelOriented/DrWhy

  DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

  Language:R68085

• adityakumar529/Coursera_Capstone

  Coursera_Capstone

  Language:Jupyter Notebook426

• zhiwehu/Python-programming-exercises

  100+ Python challenging programming exercises

  26.4k6.8k

• practical-tutorials/project-based-learning

  Curated list of project-based tutorials

  186k24.3k

• tidyverse/dplyr

  dplyr: A grammar of data manipulation

  Language:R4.7k2.1k

• tidyverse/ggplot2

  An implementation of the Grammar of Graphics in R

  Language:R6.4k2k

• bokeh/bokeh

  Interactive Data Visualization in the browser, from Python

  Language:TypeScript19.1k4.2k

• AdamWilsonLabEDU/SpatialDataScience

  Introduction to Data Science with R

  Language:HTML3231

• datacarpentry/spreadsheet-ecology-lesson

  Data Organization in Spreadsheets for Ecologists

  37141

• seananderson/glmmfields

  R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes

  Language:R4710

• datacarpentry/sql-ecology-lesson

  Data Management with SQL for Ecologists

  47144

• datacarpentry/r-raster-vector-geospatial

  Introduction to Geospatial Raster and Vector Data with R

  Language:R112107

• datacarpentry/python-ecology-lesson

  Data Analysis and Visualization in Python for Ecologists

  Language:Jupyter Notebook160310

• datacarpentry/r-intro-geospatial

  Introduction to R for Geospatial Data

  Language:R4771

• datacarpentry/ecology-workshop

  Ecology Workshop Overview

  2034

• datacarpentry/R-ecology-lesson

  Data Analysis and Visualization in R for Ecologists

  Language:R307508

• dmlc/xgboost

  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

  Language:C++25.9k8.7k