maksymiuks Goto Github PK

16-01-2020-xai-workshop

Materiały z warsztatów XAI = DALEX + DALEXtra

2019l-warsztatybadawcze

Warsztaty Badawcze na MiNI Zima 2018/2019

2019l-wum

Wstęp do uczenia maszynowego - laboratoria

2020z-programowaniewr

abstracts

abstracts-1

auditor

Audit of regression models

auprc

Package for calculating AUPRC (Area Under Precision-Recall Curve) in R

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

catboost

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

covtracer

Tools for contextualizing tests, built using covr test traces.

crmpack

Object-Oriented Implementation of CRM Designs

dalex

moDel Agnostic Language for Exploration and eXplanation

dalex_docs

Descriptive mAchine Learning EXplanations

deepdep

Visualise dependiences between packages in an elegant way

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.

eix

Structure mining for xgboost model

ggplot2

An implementation of the Grammar of Graphics in R

granat_maksymiuk_thesis

ibreakdown

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

ingredients

Model ingredients - model level feature effects and feature importance

lpa

mljar-api-r

R wrapper for MLJAR API

naniar

Tidy data structures, summaries, and visualisations for missing data

nlp-2023w

The repositiory for open source solutions designed and deleoped during NLP course conducted by Anna Wróblewska @ Warsaw University of Technology

presentations

pywrapper

remotes

Install R packages from GitHub, GitLab, Bitbucket, git, svn repositories, URLs

revdepcheck

R package reverse dependency checking

rsafe

Surrogate Assisted Feature Extraction in R