A curated collection of public industrial datasets.

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

真实预测未来7天的天气气象数据，使用多种机器学习和深度学习LSTM算法，采集全国各省历史、实时数据（天气预报、极端天气预警、生活指数），可视化大屏，Hadoop、Spark、Hive数仓数据分析，大模型AI智能问答系统

Nonlinear Nonparametric Statistics

Blog about time series data mining in R.

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

Internship project

Bayesian Inference of State Space Models

Bayesian Generalized Linear Models with Time-Varying Coefficients

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"

Artificial Intelligence for Trading

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.

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

🤗 [ICLR 2024] Disentangling Time Series Representations via Contrastive based l-Variational Inference

Materials for the the Analyzing Time Series at Scale with Cluster Analysis in R Workshop

Applied Time Series Analysis - course website repository.

Materials for R-Ladies Rome workshop about forecasting with regression models