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 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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 zcmbVP3se(V8eVjZZcwXYMT@1kk01||%uJHW3mSP^S=JA?rOAwwq<4=O5B zsV`8emeb>7u^#H{96XCcX%S?x)~025tq;U)p+H$#E002ZO1oCuy?2s8h}g619GIE= z-^cg=|NZ{&PNW8XoD7$%CDNMy(?3g800UfVmPD%sikDbxhL8!=&}5VV02Fa%i@@^m zX<-Cb&ziV2RuUB@u?alO_rQrZ=s-+wyMXFU8W62|=<=e)Rc|IvTsW=O1zml`o>t@7YtT{q9~|O4s%5 zUHffWM~9v{bL^|n@HTGZj}@^6t9*)vW^Qvx<14Y^1KaOp*FTl)c;nkO`|<)`xVL9s zBJ&d`9@Z~U$X63>Cm;LxswhX{B*aX z)s_{v6N?fncKmf$+^MUVyPw^WQuh6p?*}@~iOoA3+5@WoUA?)?@vTC=IEnz`VO0&wzN_}20n0f+x`WJ$sH znA6MbQ%|TjygzvVQb1osJwR_W38dE%j^yo^o9?`L5sFJ0~~T`hWUVHm?}BT-W|+?tIgCj{K?S zuQDGCcTDL2fzh9=w9nL*q=q*HH&5_ic&cxsWo0S|`(p0D{PZ&Yi~bYU^{p>e`&{|F zm3mtH&U=wn$FJmPl{K9TaY(K$OK6B5uDwt*HD&7w^2#@b)|}r<4fj*SN)=VjY~YEb zHA0Vnkm0)pg;=If_OL)K>{!$KpHgC9Q`hv`l~Xq!NiL~+I^yRk0mcoxik4q5sg&Ni zz3J8a?T?iu*A@2nWOHi=n}ZrB#P!;{zqCa9#-t_rwzsrsT8Y<+W#o)mbN_MZ%*Vfr zHAQsYQUq1U-kjaHuJ`J#hR^HnMa*fa{IbRO)7fqH^n$#@j^3djdUg5P;r1b-w6S|d z-?Wxz=J*Hx8n|fJtu4EU-^PCZWC!=>f#;*ziyr?ee^PMcXK@nNn&zrD_=f5f6(@Sa z@}x)&>PIc*NEM598=EIAP7+|v0<9Jq;H6+N*Z>M$G{Awv#K1eOWZ2=nE0QvqG_y5B z9AnEQ0f|Hab;3Uv2r&Wz6n|Wo%L0Xg$zXvL;3BAj;aRHy*LADM%WRsNiQ)3VDrmw0 zK@tF0E5T}Uw2re1aJUU10dlI%VxF_-dU))_5UuVYk{~kASZ%oo%e2mIjt2s7XWcCw z9HnR1noX>6aSSrLLNu~A&d!@y8$jtYdPJsyZMO)<*{vqQ%vnWr0!>%wxg5r96~n;Y z?qjeCLzUAi8iR?E;{>iIX?HK~>ZNEEj#F@TXV6Pwsz&pP?2m}*wXP1~L0@PR)4)~b zluC&!QBdQ-(vJrF@a0F)VG1CqoWgMpiFi65I*zFD2vH;W@z;05Qxu_usB#KZ(gfn_ zxbTRcj|Tsc_1*9)HAbV{t3`bHf;(Tv^}@51{tv<-y8R}M+Znh4Dzp_!HzP!Yo4jLb zh>wZ~Jn8>;_CsfW8^+}fMWaMOX9!466$F#xBt;UM@%P8`dt{6=%7>Mrdz1~<0OGt6 zpu#c&#B(DM`34`NECC!P9=1dQa5)ge*`dga1%#<-6{Qi&S&1P}2~3Gv1cjjhNRko> zMrlab+*m96CPH&X-9sP`{;&3^c_gcdeo$86g#_6pyrXjC>{94B3&$trGA5|AW7KS< zpW{WhX^k9HQUsuIv>`MMRV9ZcQA0MmO(F+f^Bxp4R|h;apwPoukd``cp7Y#k2Kb0# z!-=D6=2=*yr-M!0wIycJQ)lv>1)+mkhlhnnYH;__hO%Pdxiq^8etU+P7&FfS9Fj(k zfsjl=$hAc%-~k4$89bAlX*Sv99G?*yDkACNmnl+jJv#hC^brI`U>Fn*3|CTWWjIF6 z$FNXOQ1^x)P^a5EMqn&lhPWI$;B2lVZ8X$8o=um)oz_UOkqeM&HI$!p;Ia{<3epf= z!0NW)7~Cc=8x#$gxv}Fg4CTVh1~=5(MyQlfO~;PIl@QU}rb1_s*ElsgAiQiO2}$o| z)6fsDM-z|(W5*E~l6)^4G(KR{pyKlyM|s8}@Qm5Q^5QR&B=dR} - - - - - - - - - - - - - - - - - - - - - - -