Time Series

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.

Grafana + InfluxDB + Telegraf monitoring stack for Proxmox VE

Internship project

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

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

😆 Survival-of-the-Funniest: A study of meme evolution through half-life, genome variation, and niche survival.

Artificial Intelligence for Trading

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

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

Supporting repository for "A Systematic Literature Review of Spatio-Temporal Graph Neural Network Models for Time Series Forecasting and Classification"

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

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

Applied Time Series Analysis - course website repository.

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