From 47b5a7d3b09f099c9958efe566bf6d3308f443b1 Mon Sep 17 00:00:00 2001 From: lhenry15 Date: Sun, 20 Sep 2020 20:16:07 -0500 Subject: [PATCH] add tods-doc Former-commit-id: ad3450e272200a23d2240f8153f1a4a08c080243 [formerly 1db92b73f8ed12b50c3e4b4cff79fed138b0503b] [formerly 288658e92a5b5ad8ded1385a8e9766d7cccd6c75 [formerly ea7c745d5cd5f7ec03c5644c89a41062076031ec]] [formerly 8c1e179a634be4278bdc38317734125d47379ad8 [formerly aedf4887ba1a61b4c2d52a05121a0034298171fb] [formerly d06598ec3b34a363a75659f90cab87f64286f669 [formerly ec6f206f0af909e447734c001a219db22922a496]]] [formerly f3b36e20fc7a8950bf80240ed474a289ce22c331 [formerly b81a57361d508e6b2a78f94697f2bc3b896ec387] [formerly 0eda8fd393713b564e4889c30b8974465776f778 [formerly c9186bbd59689cc6f95ecdcdc357fc3efa552625]] [formerly 80dd6a95df1d68340293fa3cbcd78e914cf88b3a [formerly 7ffdb67e7068ecabe4e818fa590d067b0bcf2859] [formerly c2016572f43977c73d10131f70bbd1c9088115ff [formerly 5138da2b1b7ba1bb37e5ded54267462f02dedc51]]]] 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Time-series Outlie Detection System Logo -API Documentations: [http://tods-doc.github.io](http://tods-doc.github.io) - - -## TODS is a full-stack automated machine learning system for outlier detection on multivariate time-series data. TODS provides exahaustive modules for building machine learning-based outlier detection systems including: data processing, time series processing, feature analysis (extraction), detection algorithms, and reinforcement module. The functionalities provided via these modules including: data preprocessing for general purposes, time series data smoothing/transformation, extracting features from time/frequency domains, various detection algorithms, and involving human expertises to calibrate the system. Three common outlier detection scenarios on time-series data can be performed: point-wise detection (time points as outliers), pattern-wise detection (subsequences as outliers), and system-wise detection (sets of time series as outliers), and wide-range of corresponding algorithms are provided in TODS. This package is developed by [DATA Lab @ Texas A&M University](https://people.engr.tamu.edu/xiahu/index.html). TODS is featured for: @@ -15,6 +11,8 @@ TODS is featured for: * **Automated Machine Learning** aims on providing knowledge-free process that construct optimal pipeline based on the given data by automatically searching the best combination from all of the existing modules. +## Resources +* API Documentations: [http://tods-doc.github.io](http://tods-doc.github.io) ## Installation