Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

Blog about time series data mining in R.

Nonlinear Nonparametric Statistics

Example projects, code, and documents for comparing Mathematica with R.

Internship project

Bayesian Generalized Linear Models with Time-Varying Coefficients

Bayesian Inference of State Space Models

Example of real-time time-series data streaming from Python/FastAPI application using WebSockets

Functions and replication files for Peter Phillips and Zhentao Shi (2021): "Boosting: Why You Can Use the HP Filter"

Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics

GPU-Accelerated Deep Learning for Time Series using Modeltime GluonTS (Learning Lab 53). Event sponsors: Saturn Cloud, NVIDIA, & Business Science.

Applied Time Series Analysis - course website repository.

MinMax-preselection for Efficient Time Series Line Chart Visualization (using LTTB)

⏳ Time Series Tools R package provides a series of tools to simulate, plot, estimate, select and forecast different time series models.

A Project that uses Zillow research data on Quandl, Prophet for time series forecasting, Altair for vega-lite charts and Folium for an creating interactive map.

Artificial Intelligence for Trading

This repository contains code and bonus content which will be added from time to time for the books "Learning Generative Adversarial Network- GAN" and "R Data Analysis Cookbook - 2nd Edition" by Packt

STTP Specification and Related Documentation

📓 "An Introduction to Time Series Analysis with R" is a text which is currently under development and aims at giving readers a general overview of the main aspects that characterise time series and the most common tools used for their analysis.