furrr is a critical package to speed up iterative calculations using tidyverse purrr syntax.
Introducing Iterative (Nested) Forecasting with Modeltime
ggalt: Make a Lollipop Plot to Compare Categories in ggplot2
ggalt is a ggplot2 extension that adds many new ggplot geometries. In this tutorial, we'll learn how to make lollipop plots for comparing categories within our data using geom_lollipop().
ggalt: Make a Dumbbell Plot to Visualize Change in ggplot2
ggalt is a ggplot2 extension that adds many new ggplot geometries. In this tutorial, we'll learn how to make dumbbell plots for visualizing change within our data using geom_dumbbell().
SweetViz: Automated Exploratory Data Analysis (EDA) in Python
SweetViz is a Python library that makes exploratory data analysis (EDA) fast and effective. Learn how to investigate feature relationships using correlation and associations in the automated SweetViz report.
ggforce: Make a Hull Plot to Visualize Clusters in ggplot2
ggforce is a ggplot2 extension that adds many exploratory data analysis features. In this tutorial, we'll learn how to make hull plots for visualizing clusters or groups within our data.
ggdist: Make a Raincloud Plot to Visualize Distribution in ggplot2
The ggdist package is a ggplot2 extension that is made for visualizing distributions and uncertainty. We'll show see how ggdist can be used to make a raincloud plot.
Forecasting Many Time Series (Using NO For-Loops)
I'm super excited to introduce the new panel data forecasting functionality in modeltime. It's perfect for making many forecasts at once without for-loops.
easystats: Quickly investigate model performance
The easystats performance R package makes it easy to investigate the relevant assumptions for regression models. Simply use the check_model() function to produce a visualization that combines 6 tests for model performance.
R is for Research, Python is for Production
Both R and Python are great. We’ll showcase some of the strengths of each language in this article by showcasing where the major development efforts are within each ecosystem.
sklearn: Make your first linear regression model in Python [Video]
Scikit Learn is a powerful package for making machine learning models. In this Python Tip, we cover how to make your first Linear Regression Model that adds a trendline to a plot.
Gentle Introduction to Forecasting with Modeltime [Video Tutorial]
A gentle introduction to our forecasting package, Modeltime. Modeltime extends the Tidymodels ecosystem for time series forecasting. Learn how to forecast with ARIMA, Prophet, and linear regression time series models.