From e1e209e831489b4a5025c6d4dd0711a04e3b530d Mon Sep 17 00:00:00 2001 From: lhenry15 Date: Sun, 20 Sep 2020 18:39:16 -0500 Subject: [PATCH] add logo Former-commit-id: 58c1d28367d62e28e7d2eb99c8e117ab103726b4 [formerly 25332a9c9ade0c3035db608aba7f355e2df2204f] [formerly 80ba586a9c806ea451c1e61387cacd239dd3d748 [formerly cb52c30df7e4ae916fa8179bbc3a7a039b93560d]] [formerly 31ec8b235e6d01749637e1fede8658206a754788 [formerly 62bf2d98f9d26b3c3658020edb186ed824291ead] [formerly f46d2f64fd32305279ed6d945bc2d73055a60bd1 [formerly 206dccbf2961fad1e91790d038b852ee207c3f3b]]] [formerly 3dd0c789ae84f345a2eee8c9bb2fdc847f861dc7 [formerly 59ce37e3488a9c1c3c26d649e90e0cd8820bc140] [formerly dda9c5078e71947ca207a73c354bafae17fe8de4 [formerly 2c5ed2eb7ddff114297172204f53fc4168172fb0]] [formerly 060eaabb7ad6e23c44be63970375446a00c6e850 [formerly 14d0f57f53ab4822c0335529c1fbb46f8972579e] [formerly 8757709690d5567b0b7d3630ff9c1e9ba9e0da3d [formerly b547528ceb313611863aefe95225f5ea38aeb3a7]]]] [formerly 9f0fd8944ebb0d795ed2a3e997bd773ae7550d72 [formerly 38c83b0fe51c57021f5c82781548151b52e02a91] [formerly ee092f8fcd3513f76a072ef619f2cb259217403d [formerly fe4cb112006d3f361e53cdc00067715a191e7640]] [formerly 9aed1b017f779d2820497dac6ceca1d1b32cd2d2 [formerly a940acd2b774dbe620a355d9d94fa8d0e599debf] [formerly 3f24d7299bef2421e90d666b0f95d075bd1c0339 [formerly ffeaab92492076a831b4942616e6a9c3583723c8]]] [formerly d2829684c2da492f4786848597851748ee2dbfec [formerly 87aef3b9aba9a24172f241767ffe4761b37696e5] [formerly 7b36ed209edeccbe3554a39c3dfd1421797c0694 [formerly 83813b811f6b92a6682cf05dea4d25b540038cb9]] [formerly e68d4ad97575a214d4be2cb6f59d6d8dd0ab6f82 [formerly 67bae4538693b08954e171a4a9ee8ca104749dd7] [formerly 313358bc9028f1228bd19641a6354e9584499616 [formerly 309db198026755afedb4ffe95a20613acea217a4]]]]] [formerly 3b226aa2088ef767cb11aa28dcb08a135865d5f1 [formerly b992dde4bc176d6f7886cd4b2700fcdedbe30b6f] [formerly 60ced46ba8c19eb65ee7ed0b5ee46f5363806659 [formerly d343a8b6a86f517fd58bb46186485ef332d012a6]] [formerly 10dd49ad326b12d8aec6ada6043bb613d412a7e9 [formerly aba52f794fb693a4d84050c636de4ab2a08d55e2] [formerly c26d0d827a0f148bb5d8139e17ae11be7c376359 [formerly 5d3974cab983638332b005688f4d579a1486756d]]] [formerly 98f844d8601bd3013429e10c31aaf5a35aeca3d6 [formerly a362a94e4f621cbf1e239e227205d5b1791cfb1f] [formerly a477f59e383827b595e43467edcfaab685b4bd23 [formerly c1beb8f38a2d7ca0a88ba58a1304cccaa667c8fd]] [formerly 3d1e42de7c913b58a59c2119be7531e6b15464cc [formerly 41fd1a5386355cecdfab8245a9e3f7e2014e812a] [formerly 1dcc76b518d5dd66e00e6eff98c1110c4f9986b6 [formerly 5760910987b3070f9a649e7d5a43ae432d75028a]]]] [formerly 076459a433e673dd164e6101394669012cbf1bac [formerly 4da704155b0bd8bca7cc62dccfdf767c6ea99192] [formerly b9f54d22e3e4f352ee1e3a77ba8e9606944a0d81 [formerly 2c10586af96911b2f03b59abd0447e4be65c7954]] [formerly a025d78c21784f631a702e20e8c7dc091d686294 [formerly ad8d2689fbad3b0c6909c7331617863368213f40] [formerly ec2c010d7829be45b38a6b47f41cc22119a591bf [formerly 8e096e5254852e96662ae11e5dae0fb43ef73157]]] [formerly 26c14c00ee4509997e0b03c65ec973ec2a15fce4 [formerly b2b50fcc011757ae9ff34a9f2ea1d7f56f4b9b00] [formerly 89bc429ae49ed288119c1ae60461a29c0150b272 [formerly 346bd16714bee57d3feb55b280abfe2e8aacaee7]] [formerly 7ae896e5ba485aa4c41a27316b1f0348d332d829 [formerly 18325daf3f84bf003080753c2b688b1a7fc61914] [formerly 614546f0ed35af9127e0d764102cff03c04281e5 [formerly 4443598dcc9fcc8eafc9e012b88a2d292aa7c2f3]]]]]] Former-commit-id: c521b4d8a8af215943b8ccd01221295164ed8c91 [formerly 4bc99aea1cf5877866a6b49d3d4a16ed6a3fe29e] [formerly 2a6aa712d059e5186542f8f7490ea9dff18aab1c [formerly c3887cd593ff44b54d288c5e4f6f281f91b12d39]] [formerly 4fb6e4ac81ce1d5eb3824985e302356635e11436 [formerly 678fa6ae13b34774a2143ea9a6ee36dc23bd93e5] [formerly 8d395fcfb9c535f65bcc3209aa7de9891194401e [formerly 4b7f2cf2de2106c7c232a927abd2a2aa8a4ad210]]] [formerly 957007756878c4297313ce333668a5be29455c74 [formerly fb1913736090934f4d5dd053732937959f7bbd66] [formerly 54ca631b6f4548d21cebdc4b737ce17ddce68919 [formerly c4c2ff9092a27659a391ce8a6bd3412c9393a116]] [formerly 6c546fe48ad3debab67a2a0a5fab204250733619 [formerly 370071ecf6c915b4dd1ad52b1dc5616519602247] [formerly ab5be40b999bec6ca4e6ca0fa563de0bff199fd1 [formerly 0459961b5f9aad3379114dbb24bfc3c68ae8048f]]]] [formerly 2777af0df1876dcca5e3417daa6c9c17339039e7 [formerly 266739f566860900a6a2eb479592aa0f450f1e59] [formerly 1b5701dc318740f588dddf8d62590dfe06c71601 [formerly 76e6c81c040ee0c417d3d5dd6cf171beaa2963ec]] [formerly ee94e0150146e4ac239cc755a71fd8bafabf1570 [formerly 2fa3a2de786dadec7ec8c1a53d4cbbbd7665ca48] [formerly b70e60b73c3c10ed423723f3106c4173e9213bf5 [formerly bf708adf4aaf415af79cea16db42b9335c863df1]]] [formerly c8873353c450445c7a0815acb7d08e4c430102ff [formerly 2fd36881a61b8e07c4a47acab293a680491b76b5] [formerly 2db0b03e519710013c09eb272f95bf9e56f9b9d1 [formerly 04db4397220ddac40f18fd7468fd84e36b143866]] [formerly b6c285c6a3e07230f9dfb07856ea89a1ddf1b460 [formerly 7c854d9030ebae39ac935a425ba32390a76fb1c1] [formerly 614546f0ed35af9127e0d764102cff03c04281e5]]]] Former-commit-id: 94bad1e3d1bcd6c4888ce7c855e66bdac0fdbc71 [formerly 751ba53aad1c2d2e77106f760d40bedc8de3bac6] [formerly fa8fb6b85c383fe151514e0df5923ffbbe639688 [formerly 7b2420e1078cc10fd19e8642c18487e754f705dd]] [formerly 3f96a2aff4df4472279310148376d0cf0fbc529a [formerly 6c90036d3864ac93e00bcec71cb3f856d0c73297] [formerly 5114d693f33998b84fc7f19e0e9d06481ea9078f [formerly dac45c75cafba8f39bf07aaf94f63d25a001f3f2]]] [formerly 83a67aeaa5956b11e4e0cb601e2463671f175027 [formerly 540b22555a8d46f43e7687b842adf53c8ebd0709] [formerly 59cf7ea987b7c430457a19100234a2e94897afd2 [formerly 0f4278786817f3f67699be4452b6292436c44013]] [formerly 7169b075200d837c993e5ab2d65199fe0a23d28f [formerly 084a7c686720fd58790ea768377952b186c2c68a] [formerly d2147c5fd026d87f9722d87817f1cfd0704ebe4f [formerly 357e6eecc203ae7d84e84fe344e2751257e4087d]]]] Former-commit-id: 7a5c452841d622a9528b8896abd7b1caedc39030 [formerly 8f195d5fdc10664e6d978850cf0370d499c53f08] [formerly 5b560309de9aa4d485c9d04c90c458a2e7b971ea [formerly d195f011b3b834370319be3127be63975652165c]] [formerly 85802272d3167e94fdedac5c41c49ee4d467d5e5 [formerly db0f1c21003a95c4e2cc8e121ea031a3b3c25909] [formerly fec4745d38d7c37f1154291bb39cdc7f74b30fb8 [formerly 18bee0de473ea048fc624c0661ee9b472ef27132]]] Former-commit-id: e883e4f15f743798fc8a7270da2bb15d18956cdf [formerly f4e51647dd7c7e54caa1aef7d627dca4e6ccd87e] [formerly d0e9d50bcec18bfd6514c646fe1256b39bef7cd6 [formerly 5a8e212b7529d75334b140f01910e92aec34a075]] Former-commit-id: 1824fbba1ec9f9a6c02fa4335da726df21480376 [formerly 4fed70164b7cc215d80a51920b6254110416e88a] Former-commit-id: d5e11b38c62ce626567258a7057ef7933bbdbdd3 --- README.md | 4 ++-- docs/img/tods_logo.pdf | Bin 0 -> 3309 bytes docs/img/tods_logo.svg | 56 ------------------------------------------------- 3 files changed, 2 insertions(+), 58 deletions(-) create mode 100644 docs/img/tods_logo.pdf delete mode 100644 docs/img/tods_logo.svg diff --git a/README.md b/README.md index 4f539c5..d09cc0a 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ -# Time-series Outlie Detection System -Logo +# 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). diff --git a/docs/img/tods_logo.pdf b/docs/img/tods_logo.pdf new file mode 100644 index 0000000000000000000000000000000000000000..2a9ac40a299cfaea8a21ea656397879b3299a245 GIT binary patch literal 3309 zcmV4?5av(28Y+-a|L}g=dWMv9IJ_>Vma%Ev{3V58YR=aLpISlOe75afyL`kH?Hq8P7 zQe>Mgf)v47AjZND;B}GT&yafD*bcHyaN&C~Jfb)pK8`77eEuMO5!ZM*IlhmNkv#JJ zMp)t0Ym1a~YNGKWvZmh3G2Cwh_oPLDTLFdf5{JkoNv$x9nuzLayd74^gYRCGcpE?b zj~u_&;Z>TH5e=jXfpEWaYAOqkmMCi!N?bPRk~m%)DJ2@qDS#%W(&M^vp(|1`_Iw^! zO4{7Fc0CXmOD=YN8iK`D+`io>r)PXGNVE*#FgjZXJ+Zcpho+J7(^DA-olpxycrN6UTdl&VIn5H z-|*Jo#5@advxuacIUEyp;|$UzwQ-PXplT8A!hIw`Lv+j+#4Wj|!BBnJ77l(tWS^FspO$t@g=F>KU4_i5mU1{f|K%id@OE64)v^4I);1SL@YVk(g@vCCx}sG_xW<`W)J@+^WdXaQ^XbTT{N zUf21NGLymK5Vu(keV|s2u^&473>Q*+i-lFxjjbi>=zd)N-369bx`OTIYj1Y&%O1Z1 zM(cIs+iX1sLS$10-PP4M*D_#?EjAGp8P1%t#Q;TPI^pFn9<)W+7VLTJ(&fF-y8JpA zy{+5T2FVuOyg4j*oyhC)<~d!Tv-aKbGLgUISL_beAs7=I{~JJy<$;d&l`#LuiEp0n zBtG4R5BPisCcnx?3T19&b98cLVQmU!Ze(v_Y6>+VFd%PYY6>7AAUHNR3T19&Z(?c+ zGaxV^Z(?c+JUj{@ARsSAcyvcobYXO5AUr$@ARr(hARsScFd#fUATL8fATb~>V__gM zAU-|{ARr(3Nj!t zAa7!73Oqa@FI0JOWgst5VP|C^B_J^hARr(wP+@XqZge0qATS_O3LqdLFHL1+X<GBz?GF*P$FT?!x|ATL92ZggdCbaNmyATS_O3LqdLFGq53b#Nd&JPIHn zARr(hFI0JOWgss{a&L8T3LqdLARr(wQy?!?a$#V>+d2nSQG72CdATLC3ZDDC{AX^|XATc0a z3LqdLFGDaOTOctYFfKVXIWRIHFfK7NF*P3OFDzAa7!73Oqa@FGh84V{~b6Zd7@2Wgs#NARr(w zL~m_jX>K4}ATS^?AYBR|ARsS8Fd$nXF(5E5I5{*iF*qPFAYBR|ARsS8F(6wYFfKVc zHZV6hATTaCG&3whATS_rVrmLJJRmPdb#7yHX>V>+d2nSQG72CdATLC3ZDDC{AX^|XATc0a z3LqdLFGDaOTOcqlIXN;hH8&tIE;unUH#RjOFd$tDARr(wLopy*ATTaDI5;vhH6So9 zI50CgGBO}AAYBR|ARsSJATbI)J_==SWN%_>3NbMtFd%PYY6?6&ATLIBZew(5Z*Ek1 zaAhDe3LqdLFGO!`VQFq4TOcqXF(6$EARr(wLogs)ATTaDI5;vhH6So9I50CgGBO}A zAYBR|ARsS8F(6wYFfKVXH843iATTa9I50CgG9WN6F*qK4}ATS^?AYBR|ARsS8Fd$nXFfKVU zH#RgkATTa7IW{miI3O@CF*i0eH!&bx3LqdLFGDdPTOcqlI5{{lGdUnIE;2ATI5aaL zFfK7RI5sjjAYBR|ARsSJATbI)J_==SWN%_>3NbVwFd%PYY6?6&ATLIBZew(5Z*Ek1 zaAhDf3LqdLFGO!`VQFq4TOcqXF(6$EARr(wMs;pubZKvHb0AwFHy|(|QXn`WFd$MO zIUq0~QXnxfATS_OATco@Fd$MOF)|=9AW|SPGaxV^QXpLlARr(wLT`0$WOE=}ATTa4 zH90gmH!>hFE-^DOGaxW7GB7hTATTa6I50UNFfKMWI5i+JE;u+hHXvOJARr(wMQ&qn zWMv>*ATS^?ATS^?ATS^?ATS^?ATS^?ATS^?ATS^?AYBSRJ_==SWN%_>3N|1xAa7!7 z3LqdLARr(-JRmPqXklb&Zf8_^aAhDe3LqdLARr(hARsS8Z)|UJQ*dEpWgss^Wp-&} zWl~2%3LqdLARr(hARsS8Z*OvBb0AwFIX5maGdMCJI593cF*i9NF)=hQH843fIXECV zF)leVH#s0(3LqdLARr(hARsS9Z*5^|ZXjDAFd#7?T?!x|ARr(hARr(wMR;^&Ze$=^ zAartdWgv8Nb!8x33LqdLARr(hARsSBb#7yHX>V>IF*G1BAW{k-ARr(hAU-|{Wo~3| zVrmL8ATS_rVrmLJJRmPrd2nSQFHm7;WpfH3ARsSGX=HOCTOcwZFd$MOT?!x|ATL92 zb#8PZF$z9D3T19&Z(?c+F*P7CAa7!73Oqa@FHmxCWOZX@av&&UVQF%2ATcg6HZCwA zC}?zaaC15@FJob8a&KpHVQ^?^V{3NbbyFd%PYY6?6&ATLyTaAhDbLt%7b zY;R`@ARr(wP+@0fb09GwFd$M2K0XR%Ze(v_Y6^IAWo8O6ATc)zFfcGMFfcGMFfbrC zH8nFeAZ8#6FfcGMFfcMUG&mqIFfcGMAZ{QEFfcGMFfcJNI5HqGFfcGMAZ{QEFfcGM zFfcGVI58kFFfcGMAZ{QEFfcGMFfcGMF*P7CFfcGMAZ{QEFfcGMFfcGVH8~(KFfcGM zAZ{QEFfcGMFfcMSGcX`9FfcGMAZ{QEFfcGMFfcJQFfbr6FfcGMAZ{QEFfcGMFfcJR zF*qPFFfcGMAZ{QEFfcGMFfcJSGdCbGFfcGMAZ{QEFfcGMFfcJTHZveFFfcGMAZ{QE zFfcGMFfcJUIWQnFFfcGMAZ{QEFfcGMFfcJWGBhACFfcGMAZ{QEFfcGMFfcMOHZ>qH zFfcGMAZ{QEFfcGMFfcMQFg74CFfcGMAZ{QEFfcGMFfcMVF*6`AFfcGMAZ{QEFfcGM zFfcMWGcX`9FfcGMAZ{QEbaG*7Y-Mr^JUk#TQ)zl-ATc)zARr(wQg3f`ATc%|Fd$M2 rARr(wNp5CuATc!{Fd$M2K0XR_bYXIIcyeWC3Nko2GYTaoMNdWwr!?NT literal 0 KcmV+b0RR6000031 diff --git a/docs/img/tods_logo.svg b/docs/img/tods_logo.svg deleted file mode 100644 index 1fe3b63..0000000 --- a/docs/img/tods_logo.svg +++ /dev/null @@ -1,56 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - -