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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/ml_lecture

intro to ML

Last synced: 20 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/fooddetector

Deep learning in R and Windows...

Last synced: 10 Dec 2024

https://github.com/mayer79/xmas_tree_r

t sin(t) Xmas tree in R

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

binaries lightgbm r windows

Last synced: 10 Dec 2024

https://github.com/mayer79/covid

Analyses on COVID-19

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/image_art

Approximate drawings by R or Python

Last synced: 10 Dec 2024

https://github.com/mayer79/diamonds

Last synced: 10 Dec 2024

https://github.com/mayer79/statistikskript_wiso

Statistikskript

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/actools

Tools for actuary science

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

health rstats

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/mayer79

Config files for my GitHub profile.

config github-config

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

machine-learning r xai

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