MogenDavid

MogenDavid's Stars

• practical-tutorials/project-based-learning

  Curated list of project-based tutorials

  206k3.1k18226.8k

• zhiwehu/Python-programming-exercises

  100+ Python challenging programming exercises

  27k827856.8k

• 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++26.4k9085.3k8.7k

• bokeh/bokeh

  Interactive Data Visualization in the browser, from Python

  Language:TypeScript19.4k4387.7k4.2k

• tidyverse/ggplot2

  An implementation of the Grammar of Graphics in R

  Language:R6.5k2994.1k2k

• tidyverse/dplyr

  dplyr: A grammar of data manipulation

  Language:R4.8k2445k2.1k

• ModelOriented/DALEX

  moDel Agnostic Language for Exploration and eXplanation

  Language:Python1.4k50406166

• 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:R68035985

• datacarpentry/R-ecology-lesson

  Data Analysis and Visualization in R for Ecologists

  Language:R31531403508

• ModelOriented/randomForestExplainer

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

  Language:R230132137

• zachmayer/caretEnsemble

  caret models all the way down :turtle:

  Language:R2262620674

• datacarpentry/python-ecology-lesson

  Data Analysis and Visualization in Python for Ecologists

  Language:Jupyter Notebook16325200307

• ModelOriented/modelDown

  modelDown generates a website with HTML summaries for predictive models

  Language:R11995114

• datacarpentry/r-raster-vector-geospatial

  Introduction to Geospatial Raster and Vector Data with R

  Language:R11326197111

• ModelOriented/iBreakDown

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

  Language:R82105715

• mewo2/medley

  A system for blending regression models in R

  Language:R756216

• seananderson/glmmfields

  R package for Bayesian spatial and spatiotemporal GLMMs with possible extremes

  Language:R5071211

• datacarpentry/sql-ecology-lesson

  Data Management with SQL for Ecologists

  4918165144

• datacarpentry/r-intro-geospatial

  Introduction to R for Geospatial Data

  Language:R47136072

• datacarpentry/spreadsheet-ecology-lesson

  Data Organization in Spreadsheets for Ecologists

  3819155140

• AdamWilsonLabEDU/SpatialDataScience

  Introduction to Data Science with R

  Language:HTML338031

• tlverse/tlverse

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

  33537

• ModelOriented/ArenaR

  Data generator for Arena - interactive XAI dashboard

  Language:R31734

• datacarpentry/ecology-workshop

  Ecology Workshop Overview

  20281934

• ModelOriented/xai2shiny

  Create Shiny application with model exploration from explainers

  Language:R185322

• ModelOriented/corrgrapher

  Visualize correlations between variables

  Language:R13420

• adityakumar529/Coursera_Capstone

  Coursera_Capstone

  Language:Jupyter Notebook42026

• kathoffman/tmleplus

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

  Language:R3110

• kathoffman/sixpack

  core[lation] work

  Language:R2100