Installation

Rust

Add augurs to your Cargo.toml. The library is modular, so you only need to enable the features you plan to use:

[dependencies]
augurs = { version = "0.6.0", features = [] }

Available features include:

• forecaster - High-level forecasting API with data transformations
• ets - Exponential smoothing models
• mstl - Multiple Seasonal-Trend decomposition using LOESS
• outlier - Outlier detection algorithms
• clustering - Time series clustering algorithms
• dtw - Dynamic Time Warping distance calculations
• full - All features
• prophet - Facebook Prophet forecasting model
• prophet-cmdstan - Prophet with cmdstan backend
• prophet-wasmstan - Prophet with WebAssembly stan backend
• seasons - Seasonality detection

For example, to use forecasting with ETS and MSTL:

[dependencies]
augurs = { version = "0.6.0", features = ["forecaster", "ets", "mstl"] }

Python

The Python bindings can be installed via pip:

pip install augurs

JavaScript Installation

The JavaScript bindings are available through npm:

npm install @bsull/augurs