anomaly detection

• Anomaly Detection (link)
• Scalable time series forecasting and anomaly detection (link)
• Anomaly Detection for Predictive Maintenance — Exploratory Data Analysis (link)
• Isolation forest anomaly detection for telemetry time series data (link)
• Anomaly Detection for Predictive Maintenance — Control Charts (link)
• Machine Learning for Anomaly Detection (link)
• Anomalies detection using River (link)
• Anomaly Detection On IP Address Data (link)
• How to Detect Anomalies — state-of-the-art methods using Conformal Prediction (link)
• Time Series Anomaly Detection: Simple Yet Powerful Approaches (link)

darts

• Darts (link)
• Darts: Time Series Made Easy in Python (link)
• Transfer Learning for Time Series Forecasting (link)
• Time Series Forecasting Using Past and Future External Data with Darts (link)

hyndmann buch

• Forecasting: Principles and Practice (book) (link)

prophet

• Time series forecasting with Facebook Prophet (link)

zzz

• PatchTST (link)
• Unsupervised Feature Selection for Time-Series Sensor Data with MSDA package (link)
• Time Series Classification with Convolutions (link)
• Time Series Forecasting in Python: From Zero to Neural Networks in (Only) a Month (link)
• Time Series Forecasting — Building and Deploying Models (link)
• Introduction to feature engineering for time series forecasting (link)
• Hierarchical TimeSeries Reconciliation (link)
• Training Forecasting Models on Multiple Time Series with Darts (link)
• How can we quantify similarity between time series? (link)
• FbProphet — Your Solution to Forecasting Problem (link)
• Deep learning for time series forecasting framework updates (.95) (link)
• A Thorough Introduction To ARIMA Models (link)
• Time Series Forecasting with PyCaret Regression Module (link)
• M5 Forecasting — Accuracy (link)
• A comprehensive beginner’s guide to create a Time Series Forecast (with Codes in Python) (link)
• Time Series Analysis in Python: An Introduction (link)
• Open Machine Learning Course. Topic 9. Part 1. Time series analysis in Python (link)
• Time Series Analysis Tutorial with Python (link)
• Working with Time Series - pandas (link)
• Almost Everything You Need to Know About Time Series (link)
• End to End Time Series Analysis and Modelling (link)
• timeseries_fastai (link)