indykpol's repositories
2021Z-DataVisualizationTechniques
📊 Data Visualization Techniques course for DS studies in Winter 2020/21
adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
AutoPlots
Fast and easy echarts with data.table backend for wrangling and a simple API
awesome-conformal-prediction
A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD and MSc theses, articles and open-source libraries.
BigBookofR
The biggest collection of R books (and maybe later some other resources too)
cheem
Radial tours of local explanations. Package repository for trees of cheem work and app.
FinRL
FinRL: Financial Reinforcement Learning. 🔥
confopt
A Library for Conformal Hyperparameter Tuning
correctR
R package for computing corrected test statistics for comparing machine learning models on correlated samples
data-contracts
Food for thoughts around data contracts
Faucet
Fearless asynchronous Plumber.
FCD
Fréchet ChemNet Distance: A quality measure for generative models for molecules
FriendsDontLetFriends
Friends don't let friends make certain types of data visualization - What are they and why are they bad.
guacamol
Benchmarks for generative chemistry
learnr-book-crc
Book: Learn R: As a Language
ollama
Get up and running with Llama 2 and other large language models locally
PGM_generic
Generic codes for building and running our full PGM decribed in "PINCAGE: Probabilistic integration of cancer genomics data for perturbed gene identification and sample classification", Świtnicki et al.
Quantico
Shiny App for Echarts Viz, ML, Forecasting, Data Wrangling, Feature Engineering, Inference, and Code Generation
relex
RELEX - Reinforcement Learning Experiments. RL experimentation and 'from scratch' implementations repo.
shinylive-r
A guide for deploying Shinylive R application into Github Pages
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
tabby
Self-hosted AI coding assistant
tabular-dl-tabr
The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"
waffle
:maple_leaf: Make waffle (square pie) charts in R