úÎIYCÈU      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRST  experimentalconal@conal.netUVWXY experimental conal@conal.net, andygill@ku.edu 1Monoid under group addition. Alternative to the Sum in   Data.Monoid , which uses Z instead of . Additive group v. The zero element: identity for '(^+^)'  Add vectors Additive inverse Group subtraction Sum over several vectors &Application a unary function inside a  'Application a binary function inside a  [     experimental conal@conal.net, andygill@ku.edu Adds inner (dot) products. Inner/ dot product  Vector space v. Scale a vector Vector divided by scalar Vector multiplied by scalar Linear interpolation between a (when t==0) and b (when t==1). DSquare of the length of a vector. Sometimes useful for efficiency.  See also . Length of a vector. See also . BVector in same direction as given one but with length of one. If ( given the zero vector, then return it.  project u v computes the projection of v onto u.       experimentalconal@conal.net *Representation of the canonical basis for v  Interpret basis rep as a vector Extract coordinates AExperimental version. More elegant definitions, and friendly to % infinite-dimensional vector spaces. Linear combination \]^ experimental conal@conal.net, andygill@ku.eduAssociated vector space Subtract points !Point plus vector "Point minus vector #ASquare of the distance between two points. Sometimes useful for  efficiency. See also $. $'Distance between two points. See also #. %*Affine linear interpolation. Varies from p to p' as s varies  from 0 to 1. See also  (on vector spaces).  !"#$% !"#$% ! !"#$% experimentalconal@conal.net&?Linear map, represented as an optional memo-trie from basis to  values, where _' means the zero map (an optimization). `abcAn optional additive value d'()Function (assumed linear) as linear map. e)*+, Apply a linear map to a vector. -*Evaluate a linear map on a basis element. f Handy for , and '(*.*)'. .Identity linear map /Compose linear maps 012g39Apply a linear function to each element of a linear map.  liftL f l == linear f *.* l, but works more efficiently. 4CApply a linear binary function (not to be confused with a bilinear , function) to each element of a linear map. 5EApply a linear ternary function (not to be confused with a trilinear , function) to each element of a linear map. h&'()*+,-./012345&(,-./)*+012345'&'()*+,-./012345 experimentalconal@conal.net6$Infinitely differentiable functions 7Tower of derivatives. 89:i;Constant derivative tower. <Map a linear# function over a derivative tower. =Map a linear# function over a derivative tower. >Apply a linear) binary function over derivative towers. ?Apply a linear* ternary function over derivative towers. @4Differentiable identity function. Sometimes called the derivation variable or similar, but it's not really a variable. AFEvery linear function has a constant derivative equal to the function  itself (as a linear map). BDifferentiable version of j CDifferentiable version of k DFDerivative tower for applying a binary function that distributes over A addition, such as multiplication. A bit weaker assumption than > bilinearity. Is bilinearity necessary for correctness here? E"Specialized chain rule. See also '(@.)' lFASample the derivative at a basis element. Optimized for partial 6 application to save work for non-scalar derivatives. GHIJ6789:;<=>?@ABCDEFGHIJ789:F6;<=>?@BCADEGHIJ6789:89:;<=>?@ABCDEFGHIJ  experimentalconal@conal.net6789:;<=>?@ABCDEFGHIJ experimentalconal@conal.net K-Cross product of various forms of 3D vectors LM-Cross product of various forms of 2D vectors NOHomogeneous triple PHomogeneous pair Q Singleton R9Thing with a normal vector (not necessarily normalized). ST$Normalized normal vector. See also cross. KLMNOPQRST RSTQPOMNKL KLLMNNOPQRSSTm      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghicjklmnopqrsf^ctuctvwxvector-space-0.7.6Data.AdditiveGroupData.VectorSpace Data.BasisData.AffineSpaceData.LinearMapData.Maclaurin Data.CrossData.NumInstancesData.DerivativeSumgetSum AdditiveGroupzeroV^+^negateV^-^sumVinSuminSum2 InnerSpace<.> VectorSpaceScalar*^^/^*lerp magnitudeSq magnitude normalizedprojectHasBasisBasis basisValue decompose decompose' linearCombo recompose AffineSpaceDiff.-..+^.-^ distanceSqdistancealerp:-*firstLlinearinLMapinLMap2inLMap3lapplyatBasisidL*.*liftMSliftMS2liftMS3liftLliftL2liftL3:~>:>DpowVal derivativepureDfmapD<$>>liftD2liftD3idDlinearDfstDsndDdistrib>-< derivAtBasispairDunpairDtripleD untripleD HasCross3cross3 HasCross2cross2ThreeTwoOne HasNormal normalVecnormalnoOvnoFunlift2lift3lift4baseGHC.NumNum~>decomp2unnest3nest3 Data.MaybeNothingLMapunLMapLMap'MSumjsumatZlapply'fromMS Data.Tuplefstsndsqr