indykpol

indykpol

Geek Repo

Company:Aarhus University

Location:Denmark

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indykpol's starred repositories

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learnr-book-crc

Book: Learn R: As a Language

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confopt

A Library for Conformal Hyperparameter Tuning

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cheem

Radial tours of local explanations. Package repository for trees of cheem work and app.

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BigBookofR

The biggest collection of R books (and maybe later some other resources too)

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AutoPlots

Fast and easy echarts with data.table backend for wrangling and a simple API

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FriendsDontLetFriends

Friends don't let friends make certain types of data visualization - What are they and why are they bad.

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FCD

Fréchet ChemNet Distance: A quality measure for generative models for molecules

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guacamol

Benchmarks for generative chemistry

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Quantico

Shiny App for Echarts Viz, ML, Forecasting, Data Wrangling, Feature Engineering, Inference, and Code Generation

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ollama

Get up and running with Llama 3.1, Mistral, Gemma 2, and other large language models.

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autogluon

Fast and Accurate ML in 3 Lines of Code

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tabby

Self-hosted AI coding assistant

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faucet

Fast and scalable R application deployment and orchestration

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tabular-dl-tabr

The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

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statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

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waffle

:maple_leaf: Make waffle (square pie) charts in R

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easystats

:milky_way: The R easystats-project

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data-contracts

Food for thoughts around data contracts

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shinylive-r

A guide for deploying Shinylive R application into Github Pages

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adversarial-explainable-ai

💡 Adversarial attacks on explanations and how to defend them

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async_shiny

Examples to implement asynchronous programming in Shiny ✨

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2021Z-DataVisualizationTechniques

📊 Data Visualization Techniques course for DS studies in Winter 2020/21

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Failed-ML

Compilation of high-profile real-world examples of failed machine learning projects

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rocker-versioned2

Run current & prior versions of R using docker. rocker/r-ver, rocker/rstudio, rocker/shiny, rocker/tidyverse, and so on.

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tidyAML

Auto ML for the tidyverse

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examples

A set of examples illustrating some possible use cases for NannyML

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report

:scroll: :tada: Automated reporting of objects in R

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relex

RELEX - Reinforcement Learning Experiments. RL experimentation and 'from scratch' implementations repo.

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