From ec5149f204b192b27725a3f5e28a85dcaab0af24 Mon Sep 17 00:00:00 2001 From: lhenry15 Date: Sun, 20 Sep 2020 18:35:38 -0500 Subject: [PATCH] add logo Former-commit-id: a9a8c1a217fa7be128f8f981ab2eba352795ad05 [formerly dc9f4d75085885e3fd3315e5092b1a66487b9516] [formerly 8941a4853e3cb556eb7fd0c35e7ae9aa29635bf2 [formerly 82897d43271b01a172ea4ab404d24202e3aa20e1]] [formerly ba26960cff0927f6e0297a56737bcbd00ee86173 [formerly 2c39b7f312f71ad38955955ef1d566dc4b360c25] [formerly 166778e723d10de7502463cbdeb6ca8ebfe6c746 [formerly 593e3b6f3746d30413d62657f16f671a15374a90]]] [formerly 568e47c1e2477c4d0da7d66be40ad9df1bb1fea0 [formerly 4da8e19061026645f1e47ea10d3a53aed2ab776f] [formerly 7b656ce60d5ef1b844d2567bf10844559c44e202 [formerly 9e48d9c1b444d27f92f28293898c4a972ed7e4d8]] [formerly ec49034f1731ca4aa7bac5d513f28f78314a372d [formerly 054912c4c2f9ededcaac8a162ebb0dd92bd632aa] [formerly 0e57770a51e2fabf918e82fd3a931c936194fe7a [formerly 378fdec47269f8a439b0f1434bc31cc70357ad50]]]] [formerly 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Former-commit-id: 88b9485b7d9257b73e52b72554067cee996b2bfe [formerly f29c156fe57550fbf61d91484ff89bfe99248ec8] [formerly 857d752a6456d54322eb482c467fea3a9de71e61 [formerly 206a4bdfd31b3dbb2e879070ba2cb0162274e3e6]] [formerly 798e34c6cb4d7b538bf6a4bf6cfd18e47daec7d4 [formerly c2f91825f8877b8205bd2b4ecf22a92d1766258f] [formerly 9accd4a6c6590e0c8f0881fc06e170e2e821dd13 [formerly ceda23ac1aaed1e7369e134b51ff3187dc8bcabf]]] Former-commit-id: d831ed652f828d89b9d2fe02bdf4743bd21d4be8 [formerly 47f9659e468c6b1fee96d20c840016f7ff9ea1b0] [formerly 7589ff99a6272c6491f136b463729f93ebee3f2f [formerly b28672b034a58b9d6b92b2e7d48c20d008d8f151]] Former-commit-id: dc8852d95e8f3a9386543944840081920548cc1f [formerly 2aecb83cf4803b6df84e07557ab6b0f962cfbea6] Former-commit-id: 16f278d1a08b316b986a70992a984fdc0033489f --- README.md | 3 +++ docs/img/tods_logo.svg | 56 ++++++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 59 insertions(+) create mode 100644 docs/img/tods_logo.svg diff --git a/README.md b/README.md index fc0bc37..71cf1dc 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,7 @@ # Time-series Outlie Detection System +Logo + + 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: diff --git a/docs/img/tods_logo.svg b/docs/img/tods_logo.svg new file mode 100644 index 0000000..1fe3b63 --- /dev/null +++ b/docs/img/tods_logo.svg @@ -0,0 +1,56 @@ + + + + + + + + + + + + + + + + + + + + + + + +