Ecosyste.ms: Awesome
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Projects in Awesome Lists by mayer79
A curated list of projects in awesome lists by mayer79 .
https://github.com/mayer79/missranger
Fast multivariate imputation by random forests.
imputation machine-learning missing-values r random-forest rstats
Last synced: 25 Dec 2024
https://github.com/mayer79/missRanger
Fast multivariate imputation by random forests.
imputation machine-learning missing-values r random-forest rstats
Last synced: 11 Nov 2024
https://github.com/mayer79/flashlight
Machine learning explanations
interpretability interpretable-machine-learning machine-learning r r-package xai
Last synced: 19 Dec 2024
https://github.com/mayer79/confintr
R package for calculation of standard and bootstrap confidence intervals
bootstrap confidence-intervals r r-package rstats statistical-inference statistics
Last synced: 20 Dec 2024
https://github.com/mayer79/outforest
Outlier detection based on random forest models
machine-learning outlier outlier-analysis outlier-detection random-forest rstats
Last synced: 01 Nov 2024
https://github.com/mayer79/splittools
Light weight R package to do fast data splitting for cross-validation or train/valid/test splits
cross-validation machine-learning rstats time-series validation
Last synced: 19 Dec 2024
https://github.com/mayer79/metricsweighted
R package for weighted model metrics
machine-learning metrics performance r r-package rstats statistics
Last synced: 01 Nov 2024
https://github.com/mayer79/bootstrap-p-values
Jupyter notebook showing how to get bootstrap p values in python in the two-sample t test setting
Last synced: 22 Oct 2024
https://github.com/mayer79/partialplot
Partial dependency plots in R for xgboost, lightGBM and ranger objects
Last synced: 22 Oct 2024
https://github.com/mayer79/data_preparation_r
base R vs. tidyverse vs. data.table vs. sqldf
Last synced: 10 Dec 2024
https://github.com/mayer79/statistical_computing_material
Material for the lecture Statistical Computing
data-science machine-learning r statistics
Last synced: 09 Nov 2024
https://github.com/mayer79/r-confidence-intervals-cramers-v
Function to compute confidence intervals for Cramér's V measure of association
Last synced: 10 Dec 2024
https://github.com/mayer79/lightgbm_r_binaries
Binary lightGBM package for R Windows
Last synced: 10 Dec 2024
https://github.com/mayer79/permshap
Permutation SHAP
explainable-ai machine-learning rstats shapley-value xai
Last synced: 10 Dec 2024
https://github.com/mayer79/r-confidence-intervals-r-squared
Confidence intervals on R-squared
Last synced: 10 Dec 2024
https://github.com/mayer79/effectplots
Fast Effect Plots in R
machine-learning r regression xai
Last synced: 09 Nov 2024
https://github.com/mayer79/keras_examples
Simple Keras examples of deep learning
Last synced: 10 Dec 2024
https://github.com/mayer79/demo_shapviz
Demo how to use {shapviz} to plot SHAP values
Last synced: 10 Dec 2024
https://github.com/mayer79/tutorial_shap_diamonds
This Python tutorial is about Shapely values for model interpretability
Last synced: 10 Dec 2024
https://github.com/mayer79/random_forest_benchmark
Benchmark for random forests
Last synced: 10 Dec 2024
https://github.com/mayer79/car_registrations
Swiss car registrations per model visualized as bar race chart
Last synced: 10 Dec 2024
https://github.com/mayer79/swiss_health
Premium jumps in Swiss health insurance
Last synced: 10 Dec 2024
https://github.com/mayer79/gradient_boosting_comparison
Comparison of major gradient boosting implementations
Last synced: 10 Dec 2024
https://github.com/mayer79/python_notebooks
A collection of ML code snippets
Last synced: 10 Dec 2024
https://github.com/mayer79/gcd
Greatest common divisor
educational r r-package recreational
Last synced: 10 Dec 2024
https://github.com/mayer79/apero
An R package for pandemic aperos. Just for fun!
educational r r-package recreational
Last synced: 10 Dec 2024
https://github.com/mayer79/interpretable_ml
Some code snippets about making machine learning models less black box
Last synced: 10 Dec 2024
https://github.com/mayer79/jupyterloop
Tests on creating html files with programmatically created tocs
Last synced: 10 Dec 2024
https://github.com/mayer79/python_pretty
Classic algorithm to create pretty breaks for Python numpy arrays.
Last synced: 10 Dec 2024
https://github.com/mayer79/flashlight_plotly
This repo shows how to use the R package "flashlight" with plotly.
Last synced: 10 Dec 2024
https://github.com/mayer79/plumber
Demo of the R package "plumber". How to deploy web services in R
Last synced: 10 Dec 2024
https://github.com/mayer79/marginalplot
Beautiful marginal plots for modeling
Last synced: 22 Oct 2024
https://github.com/mayer79/prettybreaks
A small tutorial on how to create R packages
Last synced: 10 Dec 2024
https://github.com/mayer79/interactions
Jupyter notebook on interactions in ML models
Last synced: 03 Dec 2024
https://github.com/mayer79/insurance
Collection of machine learning applied to french motor claims data
Last synced: 10 Dec 2024
https://github.com/mayer79/ml_algorithm_comparison
Compares properties of supervised ML algorithms
Last synced: 10 Dec 2024