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adc

『Rによる自動データ収集－Webスクレイピングとテキストマイニングの実践ガイド－』共立出版 2017 サポートサイト

aml-training

The most recent version of the Applied Machine Learning notes

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

apm_exercises

Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)

apm_figures

Figures for the book Applied Predictive Modeling

arxivtimes

repository to research & share the machine learning articles

awesome-causality-algorithms

An index of algorithms for learning causality with data

back-up

bayesbook

bert

TensorFlow code and pre-trained models for BERT

bigdataclass

Course materials for the Big Data workshop taught at rstudio::conf

caret

caret (Classification And Regression Training) R package that contains misc functions for training and plotting classification and regression models

causal_inference_python_code

Python code for part 2 of the book Causal Inference, by Miguel Hernán and James Robbins

combine2019

Material for COMBINE NSW Workshop on R Markdown

datacamp

Datacamp archive

datapasta

On top of spaghetti, all covered in cheese....

deep-learning-with-r-notebooks

R notebooks for the code samples of the book "Deep Learning with R"

dl

Deep learning repo (Archive)

dl-keras-tf

rstudio::conf(2020) deep learning workshop

ds_by_r

dsbook

Repository for data science book

dtreeviz

A python library for decision tree visualization and model interpretation.

equatiomatic

Convert models to LaTeX equations

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

fes

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

forecasting

Forecast package by Rob Hyndman

forecasting_with_r_practices

Forecast using R language. The problems are from 'Forecasting: Principles and Practice(2nd ed.)'.

forecastingprinciplepractices

Forecasting: Principles and Practice (2nd ed)

geocompr

Open source book: Geocomputation with R

gganimate

A Grammar of Animated Graphics