├── .github ├── dependabot.yml ├── mergify.yml └── workflows │ ├── book.yml │ ├── js.yml │ ├── pytest.yml │ ├── python.yml │ ├── release-plz.yml │ ├── rust.yml │ └── wasmstan.yml ├── .gitignore ├── .gitmodules ├── CHANGELOG.md ├── CONTRIBUTING.md ├── Cargo.toml ├── LICENSE-APACHE ├── LICENSE-MIT ├── README.md ├── bacon.toml ├── book ├── .gitignore ├── book.toml ├── justfile └── src │ ├── SUMMARY.md │ ├── api │ └── index.md │ ├── contributing.md │ ├── explanations │ ├── algorithms │ │ ├── clustering.md │ │ ├── forecasting.md │ │ ├── index.md │ │ └── outliers.md │ ├── architecture.md │ ├── best-practices.md │ └── performance.md │ ├── getting-started │ ├── core-concepts.md │ ├── installation.md │ └── quick-start.md │ ├── how-to │ ├── changepoints.md │ ├── clustering.md │ ├── data-formats.md │ ├── forecasting.md │ ├── outliers.md │ └── seasonality.md │ ├── introduction.md │ ├── migrating.md │ └── tutorials │ ├── clustering.md │ ├── forecasting-with-prophet.md │ └── outlier-detection.md ├── components ├── .gitignore ├── cpp │ └── prophet-wasmstan │ │ ├── .gitignore │ │ ├── README.md │ │ ├── model │ │ ├── model.hpp │ │ └── model.stan │ │ ├── optimizer.cpp │ │ ├── prophet_wasmstan.cpp │ │ ├── prophet_wasmstan.h │ │ ├── shim │ │ ├── cpp │ │ │ └── exceptions.cpp │ │ └── tbb │ │ │ ├── blocked_range.h │ │ │ ├── parallel_for.h │ │ │ ├── parallel_reduce.h │ │ │ ├── partitioner.h │ │ │ ├── task_arena.h │ │ │ ├── task_scheduler_init.h │ │ │ ├── task_scheduler_observer.h │ │ │ └── tbb_stddef.h │ │ ├── structured_writer.cpp │ │ └── wit │ │ └── prophet-wasmstan.wit ├── js │ └── prophet-wasmstan │ │ ├── .gitignore │ │ ├── README.md │ │ ├── package-lock.json │ │ ├── package.json │ │ ├── prophet-wasmstan.test.js │ │ └── run.js ├── justfile └── package-lock.json ├── crates ├── augurs-changepoint │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ └── src │ │ └── lib.rs ├── augurs-clustering │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ ├── benches │ │ └── dbscan.rs │ ├── data │ │ └── dist.csv │ └── src │ │ └── lib.rs ├── augurs-core │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ └── src │ │ ├── distance.rs │ │ ├── float_iter.rs │ │ ├── forecast.rs │ │ ├── lib.rs │ │ └── traits.rs ├── augurs-dtw │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ ├── benches │ │ └── dtw.rs │ ├── data │ │ └── series.csv │ └── src │ │ └── lib.rs ├── augurs-ets │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ ├── benches │ │ ├── air_passengers.rs │ │ └── air_passengers_iai.rs │ └── src │ │ ├── auto.rs │ │ ├── ets.rs │ │ ├── lib.rs │ │ ├── model.rs │ │ ├── stat.rs │ │ └── trend.rs ├── augurs-forecaster │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ └── src │ │ ├── data.rs │ │ ├── error.rs │ │ ├── forecaster.rs │ │ ├── lib.rs │ │ ├── transforms.rs │ │ └── transforms │ │ ├── error.rs │ │ ├── exp.rs │ │ ├── interpolate.rs │ │ ├── power.rs │ │ └── scale.rs ├── augurs-mstl │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ ├── benches │ │ ├── vic_elec.rs │ │ └── vic_elec_iai.rs │ ├── data │ │ └── vic_elec_results.csv │ └── src │ │ ├── lib.rs │ │ └── trend.rs ├── augurs-outlier │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ └── src │ │ ├── dbscan.rs │ │ ├── error.rs │ │ ├── lib.rs │ │ ├── mad.rs │ │ ├── sensitivity.rs │ │ └── testing.rs ├── augurs-prophet │ ├── .gitignore │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ ├── benches │ │ ├── prophet-cmdstan-linear.rs │ │ ├── prophet-cmdstan-logistic.rs │ │ ├── prophet-wasmstan-linear.rs │ │ └── prophet-wasmstan-logistic.rs │ ├── build.rs │ ├── data │ │ └── daily_univariate_ts.csv │ ├── prophet-wasmstan.wasm │ ├── prophet-wasmstan.wit │ ├── prophet.stan │ ├── src │ │ ├── bin │ │ │ └── main.rs │ │ ├── cmdstan.rs │ │ ├── data.rs │ │ ├── error.rs │ │ ├── features.rs │ │ ├── forecaster.rs │ │ ├── lib.rs │ │ ├── optimizer.rs │ │ ├── positive_float.rs │ │ ├── prophet.rs │ │ ├── prophet │ │ │ ├── options.rs │ │ │ ├── predict.rs │ │ │ └── prep.rs │ │ ├── testdata.rs │ │ └── wasmstan.rs │ └── tests │ │ └── wasmstan.rs ├── augurs-seasons │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ ├── benches │ │ └── periodogram.rs │ └── src │ │ ├── lib.rs │ │ ├── periodogram.rs │ │ └── test_data.rs ├── augurs-testing │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── data │ │ └── vic_elec.csv │ └── src │ │ ├── data.rs │ │ └── lib.rs ├── augurs │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── README.md │ ├── src │ │ └── lib.rs │ └── tests │ │ └── integration.rs └── pyaugurs │ ├── .gitignore │ ├── CHANGELOG.md │ ├── Cargo.toml │ ├── LICENSE-APACHE │ ├── LICENSE-MIT │ ├── README.md │ ├── augurs.pyi │ ├── pyproject.toml │ ├── src │ ├── clustering.rs │ ├── distance.rs │ ├── dtw.rs │ ├── ets.rs │ ├── lib.rs │ ├── mstl.rs │ ├── seasons.rs │ └── trend.rs │ ├── tests │ ├── test_clustering.py │ ├── test_dtw.py │ ├── test_ets.py │ ├── test_mstl.py │ └── test_seasons.py │ └── uv.lock ├── demo ├── changepoint.js ├── changepoint.worker.js ├── clustering.js ├── clustering.worker.js ├── dist │ ├── @bsull │ │ ├── augurs-prophet-wasmstan │ │ │ ├── README.md │ │ │ ├── interfaces │ │ │ │ ├── augurs-prophet-wasmstan-optimizer.d.ts │ │ │ │ ├── augurs-prophet-wasmstan-types.d.ts │ │ │ │ ├── wasi-cli-environment.d.ts │ │ │ │ ├── wasi-cli-exit.d.ts │ │ │ │ ├── wasi-cli-stderr.d.ts │ │ │ │ ├── wasi-cli-stdin.d.ts │ │ │ │ ├── wasi-cli-stdout.d.ts │ │ │ │ ├── wasi-cli-terminal-input.d.ts │ │ │ │ ├── wasi-cli-terminal-output.d.ts │ │ │ │ ├── wasi-cli-terminal-stderr.d.ts │ │ │ │ ├── wasi-cli-terminal-stdin.d.ts │ │ │ │ ├── wasi-cli-terminal-stdout.d.ts │ │ │ │ ├── wasi-clocks-monotonic-clock.d.ts │ │ │ │ ├── wasi-clocks-wall-clock.d.ts │ │ │ │ ├── wasi-filesystem-preopens.d.ts │ │ │ │ ├── wasi-filesystem-types.d.ts │ │ │ │ ├── wasi-io-error.d.ts │ │ │ │ ├── wasi-io-streams.d.ts │ │ │ │ └── wasi-random-random.d.ts │ │ │ ├── package.json │ │ │ ├── prophet-wasmstan.core.wasm │ │ │ ├── prophet-wasmstan.core2.wasm │ │ │ ├── prophet-wasmstan.d.ts │ │ │ └── prophet-wasmstan.js │ │ └── augurs │ │ │ ├── changepoint.d.ts │ │ │ ├── changepoint.js │ │ │ ├── changepoint_bg.wasm │ │ │ ├── changepoint_bg.wasm.d.ts │ │ │ ├── clustering.d.ts │ │ │ ├── clustering.js │ │ │ ├── clustering_bg.wasm │ │ │ ├── clustering_bg.wasm.d.ts │ │ │ ├── core.d.ts │ │ │ ├── core.js │ │ │ ├── core_bg.wasm │ │ │ ├── core_bg.wasm.d.ts │ │ │ ├── dtw.d.ts │ │ │ ├── dtw.js │ │ │ ├── dtw_bg.wasm │ │ │ ├── dtw_bg.wasm.d.ts │ │ │ ├── ets.d.ts │ │ │ ├── ets.js │ │ │ ├── ets_bg.wasm │ │ │ ├── ets_bg.wasm.d.ts │ │ │ ├── mstl.d.ts │ │ │ ├── mstl.js │ │ │ ├── mstl_bg.wasm │ │ │ ├── mstl_bg.wasm.d.ts │ │ │ ├── outlier.d.ts │ │ │ ├── outlier.js │ │ │ ├── outlier_bg.wasm │ │ │ ├── outlier_bg.wasm.d.ts │ │ │ ├── package.json │ │ │ ├── prophet.d.ts │ │ │ ├── prophet.js │ │ │ ├── prophet_bg.wasm │ │ │ ├── prophet_bg.wasm.d.ts │ │ │ ├── seasons.d.ts │ │ │ ├── seasons.js │ │ │ ├── seasons_bg.wasm │ │ │ └── seasons_bg.wasm.d.ts │ ├── @bytecodealliance │ │ └── preview2-shim │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── lib │ │ │ ├── browser │ │ │ │ ├── cli.js │ │ │ │ ├── clocks.js │ │ │ │ ├── filesystem.js │ │ │ │ ├── http.js │ │ │ │ ├── index.js │ │ │ │ ├── io.js │ │ │ │ ├── random.js │ │ │ │ └── sockets.js │ │ │ └── io │ │ │ │ ├── calls.js │ │ │ │ ├── worker-http.js │ │ │ │ ├── worker-io.js │ │ │ │ ├── worker-socket-tcp.js │ │ │ │ ├── worker-socket-udp.js │ │ │ │ ├── worker-sockets.js │ │ │ │ └── worker-thread.js │ │ │ ├── package.json │ │ │ └── types │ │ │ ├── cli.d.ts │ │ │ ├── clocks.d.ts │ │ │ ├── filesystem.d.ts │ │ │ ├── http.d.ts │ │ │ ├── index.d.ts │ │ │ ├── interfaces │ │ │ ├── wasi-cli-environment.d.ts │ │ │ ├── wasi-cli-exit.d.ts │ │ │ ├── wasi-cli-run.d.ts │ │ │ ├── wasi-cli-stderr.d.ts │ │ │ ├── wasi-cli-stdin.d.ts │ │ │ ├── wasi-cli-stdout.d.ts │ │ │ ├── wasi-cli-terminal-input.d.ts │ │ │ ├── wasi-cli-terminal-output.d.ts │ │ │ ├── wasi-cli-terminal-stderr.d.ts │ │ │ ├── wasi-cli-terminal-stdin.d.ts │ │ │ ├── wasi-cli-terminal-stdout.d.ts │ │ │ ├── wasi-clocks-monotonic-clock.d.ts │ │ │ ├── wasi-clocks-wall-clock.d.ts │ │ │ ├── wasi-filesystem-preopens.d.ts │ │ │ ├── wasi-filesystem-types.d.ts │ │ │ ├── wasi-http-incoming-handler.d.ts │ │ │ ├── wasi-http-outgoing-handler.d.ts │ │ │ ├── wasi-http-types.d.ts │ │ │ ├── wasi-io-error.d.ts │ │ │ ├── wasi-io-poll.d.ts │ │ │ ├── wasi-io-streams.d.ts │ │ │ ├── wasi-random-insecure-seed.d.ts │ │ │ ├── wasi-random-insecure.d.ts │ │ │ ├── wasi-random-random.d.ts │ │ │ ├── wasi-sockets-instance-network.d.ts │ │ │ ├── wasi-sockets-ip-name-lookup.d.ts │ │ │ ├── wasi-sockets-network.d.ts │ │ │ ├── wasi-sockets-tcp-create-socket.d.ts │ │ │ ├── wasi-sockets-tcp.d.ts │ │ │ ├── wasi-sockets-udp-create-socket.d.ts │ │ │ └── wasi-sockets-udp.d.ts │ │ │ ├── io.d.ts │ │ │ ├── random.d.ts │ │ │ ├── sockets.d.ts │ │ │ ├── wasi-cli-command.d.ts │ │ │ └── wasi-http-proxy.d.ts │ ├── uPlot │ │ ├── uPlot.esm.js │ │ └── uPlot.min.css │ └── worker-with-import-map │ │ ├── EventHandler.js │ │ ├── Worker.js │ │ ├── WorkerWithImportMapViaBedfordsShim.js │ │ ├── WorkerWithImportMapViaBedfordsShim.worker.js │ │ ├── WorkerWithImportMapViaInlineFrame.js │ │ ├── getImportMap.js │ │ ├── index.js │ │ └── node.js ├── helpers.js ├── index.html ├── index.js ├── mstl.js ├── mstl.worker.js ├── outlier.data.json ├── outlier.js ├── outlier.worker.js ├── plugins.js ├── prophet.js └── prophet.worker.js ├── examples ├── clustering │ ├── Cargo.toml │ └── examples │ │ └── dbscan_clustering.rs ├── forecasting │ ├── Cargo.toml │ └── examples │ │ ├── forecaster.rs │ │ ├── mstl_ets.rs │ │ ├── mstl_naive.rs │ │ ├── prophet_cmdstan.rs │ │ ├── prophet_forecaster.rs │ │ └── prophet_wasmstan.rs └── outlier-detection │ ├── Cargo.toml │ └── examples │ ├── dbscan_outlier_detection.rs │ └── mad_outlier_detection.rs ├── js ├── .node-version ├── README.md ├── augurs-changepoint-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-clustering-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-core-js │ ├── Cargo.toml │ └── src │ │ ├── lib.rs │ │ └── logging.rs ├── augurs-dtw-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-ets-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-mstl-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-outlier-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-prophet-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-seasons-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── augurs-transforms-js │ ├── Cargo.toml │ └── src │ │ └── lib.rs ├── justfile ├── package.json.tmpl └── testpkg │ ├── .gitignore │ ├── changepoints.test.ts │ ├── 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