| 1 | var B = require("./base");
|
| 2 | var P = require("./probability");
|
| 3 | var S = require("./statistics");
|
| 4 |
|
| 5 | var R = B;
|
| 6 | B.mix(R, P);
|
| 7 | B.mix(R, S);
|
| 8 |
|
| 9 | module.exports = R;
|
| 10 |
|
| 11 | // var T = require("./lib/test");
|
| 12 | // var M = require("./lib/matrix");
|
| 13 | // var _ = require("lodash");
|
| 14 | /*
|
| 15 | console.log("S=", S);
|
| 16 |
|
| 17 | R.M = M;
|
| 18 | R.NN = require("./lib/neural");
|
| 19 | R.NN.RBM = require("./lib/neural/rbm");
|
| 20 |
|
| 21 | M.precision = R.precision;
|
| 22 | */
|
| 23 | /*
|
| 24 | console.log("mix B");
|
| 25 | B.mix(R, B);
|
| 26 | console.log("mix M");
|
| 27 | R.mix(R, M);
|
| 28 | console.log("mix S");
|
| 29 | R.mix(R, S);
|
| 30 | console.log("mix P");
|
| 31 | R.mix(R, P);
|
| 32 | console.log("mix T");
|
| 33 | R.mix(R, T);
|
| 34 | console.log("mix _");
|
| 35 | R.mix(R, _);
|
| 36 | // R.mix(R, NN);
|
| 37 | R.NN = NN;
|
| 38 | R.NN.RBM = RBM;
|
| 39 | */
|
| 40 | /*
|
| 41 | console.log("mix ...");
|
| 42 | B.mix(R, {
|
| 43 | samples:function(space, size, arg) {
|
| 44 | var arg = _.defaults(arg, {replace:true});
|
| 45 | if (arg.replace)
|
| 46 | return R.calls(size, function() { return _.sample(space); });
|
| 47 | else
|
| 48 | return _.sampleSize(space, size);
|
| 49 | },
|
| 50 | });
|
| 51 | // console.log("R.randomM=", R.randomM);
|
| 52 |
|
| 53 | console.log("amix");
|
| 54 | B.amix({
|
| 55 | // matrix
|
| 56 | rows:M.rows,
|
| 57 | cols:M.cols,
|
| 58 | row:M.row,
|
| 59 | col:M.col,
|
| 60 | tr:M.tr,
|
| 61 | strM:M.strM,
|
| 62 | not:M.not,
|
| 63 | bnot:M.bnot,
|
| 64 | neg:M.neg,
|
| 65 | abs:M.abs,
|
| 66 | sin:M.sin,
|
| 67 | cos:M.cos,
|
| 68 | tan:M.tan,
|
| 69 | asin:M.asin,
|
| 70 | acos:M.acos,
|
| 71 | atan:M.atan,
|
| 72 | inv:M.inv,
|
| 73 | all:M.all,
|
| 74 | any:M.any,
|
| 75 | same:M.same,
|
| 76 | isFinite:M.isFinite,
|
| 77 | isNaN:M.isNaN,
|
| 78 | sqrt:M.sqrt,
|
| 79 | ceil:M.ceil,
|
| 80 | floor:M.floor,
|
| 81 | round:M.round,
|
| 82 | log:M.log,
|
| 83 | exp:M.exp,
|
| 84 | pow:M.pow,
|
| 85 | mapreduce:M.mapreduce,
|
| 86 | lshifteq:M.lshifteq,
|
| 87 | rshifteq:M.rshifteq,
|
| 88 | add:M.add,
|
| 89 | sub:M.sub,
|
| 90 | mul:M.mul,
|
| 91 | div:M.div,
|
| 92 | mod:M.mod,
|
| 93 | and:M.and,
|
| 94 | or:M.or,
|
| 95 | xor:M.xor,
|
| 96 | band:M.band,
|
| 97 | bor:M.bor,
|
| 98 | bxor:M.bxor,
|
| 99 | eq:M.eq,
|
| 100 | neq:M.neq,
|
| 101 | geq:M.geq,
|
| 102 | leq:M.leq,
|
| 103 | lt:M.lt,
|
| 104 | gt:M.gt,
|
| 105 | t:M.t,
|
| 106 | det:M.det,
|
| 107 | norm2:M.norm2,
|
| 108 | norm2Squared:M.norm2Squared,
|
| 109 | norm2inf:M.norm2inf,
|
| 110 | dot:M.dot,
|
| 111 | det:M.det,
|
| 112 | dim:M.dim,
|
| 113 | eig:M.eig,
|
| 114 | LU:M.LU,
|
| 115 | svd:M.svd,
|
| 116 | sumM:M.sumM,
|
| 117 | rowSum:M.rowSum,
|
| 118 | colSum:M.colSum,
|
| 119 | rowMean:M.rowMean,
|
| 120 | colMean:M.colMean,
|
| 121 | addMV:M.addMV,
|
| 122 | mapM:M.mapM,
|
| 123 | mapMM:M.mapMM,
|
| 124 | flatM:M.flatM,
|
| 125 | getBlock:M.getBlock,
|
| 126 | setBlock:M.setBlock,
|
| 127 | getDiag:M.getDiag,
|
| 128 | diag:M.diag,
|
| 129 | parseFloat:M.parseFloat,
|
| 130 | parseDate:M.parseDate,
|
| 131 | parseCSV:M.parseCSV,
|
| 132 | toCSV:M.toCSV,
|
| 133 | // statistics
|
| 134 | max:S.max,
|
| 135 | min:S.min,
|
| 136 | sum:S.sum,
|
| 137 | product:S.product,
|
| 138 | mean:S.mean,
|
| 139 | range:S.range,
|
| 140 | unique:S.unique,
|
| 141 | median:S.median,
|
| 142 | variance:S.variance,
|
| 143 | deviation:S.deviation,
|
| 144 | sd:S.sd,
|
| 145 | cov:S.cov,
|
| 146 | cor:S.cor,
|
| 147 | normalize:S.normalize,
|
| 148 | // lodash
|
| 149 | chunk:_.chunk,
|
| 150 | compact:_.compact,
|
| 151 | // concat:_.concat
|
| 152 | difference:_.difference,
|
| 153 | differenceBy:_.differenceBy,
|
| 154 | differenceWith:_.differenceWith,
|
| 155 | drop:_.drop,
|
| 156 | dropRight:_.dropRight,
|
| 157 | dropRightWhile:_.dropRightWhile,
|
| 158 | dropWhile:_.dropWhile,
|
| 159 | fill:_.fill,
|
| 160 | findIndex:_.findIndex,
|
| 161 | findLastIndex:_.findLastIndex,
|
| 162 | flatten:_.flatten,
|
| 163 | flattenDeep:_.flattenDeep,
|
| 164 | flattenDepth:_.flattenDepth,
|
| 165 | fromPairs:_.fromPairs,
|
| 166 | head:_.head,
|
| 167 | indexOf:_.indexOf,
|
| 168 | initial:_.initial,
|
| 169 | intersection:_.intersection,
|
| 170 | intersectionBy:_.intersectionBy,
|
| 171 | intersectionWith:_.intersectionWith,
|
| 172 | // _.join
|
| 173 | last:_.last,
|
| 174 | // _.lastIndexOf
|
| 175 | nth:_.nth,
|
| 176 | pull:_.pull,
|
| 177 | pullAll:_.pullAll,
|
| 178 | pullAllBy:_.pullAllBy,
|
| 179 | pullAllWith:_.pullAllWith,
|
| 180 | pullAt:_.pullAt,
|
| 181 | remove:_.remove,
|
| 182 | // _.reverse
|
| 183 | // _.slice
|
| 184 | sortedIndex:_.sortedIndex,
|
| 185 | sortedIndexBy:_.sortedIndexBy,
|
| 186 | sortedIndexOf:_.sortedIndexOf,
|
| 187 | sortedLastIndex:_.sortedLastIndex,
|
| 188 | sortedLastIndexBy:_.sortedLastIndexBy,
|
| 189 | sortedLastIndexOf:_.sortedLastIndexOf,
|
| 190 | sortedUniq:_.sortedUniq,
|
| 191 | sortedUniqBy:_.sortedUniqBy,
|
| 192 | tail:_.tail,
|
| 193 | take:_.take,
|
| 194 | takeRight:_.takeRight,
|
| 195 | takeRightWhile:_.takeRightWhile,
|
| 196 | takeWhile:_.takeWhile,
|
| 197 | union:_.union,
|
| 198 | unionBy:_.unionBy,
|
| 199 | unionWith:_.unionWith,
|
| 200 | uniq:_.uniq,
|
| 201 | uniqBy:_.uniqBy,
|
| 202 | uniqWith:_.uniqWith,
|
| 203 | unzip:_.unzip,
|
| 204 | unzipWith:_.unzipWith,
|
| 205 | without:_.without,
|
| 206 | // _.xor
|
| 207 | // _.xorBy
|
| 208 | // _.xorWith
|
| 209 | zip:_.zip,
|
| 210 | zipObject:_.zipObject,
|
| 211 | zipObjectDeep:_.zipObjectDeep,
|
| 212 | zipWith:_.zipWith,
|
| 213 | // Collection
|
| 214 | countBy:_.countBy,
|
| 215 | // _.each → forEach
|
| 216 | // _.eachRight → forEachRight
|
| 217 | // every:_.every
|
| 218 | // filter:_.filter
|
| 219 | // find:_.find
|
| 220 | findLast:_.findLast,
|
| 221 | flatMap:_.flatMap,
|
| 222 | flatMapDeep:_.flatMapDeep,
|
| 223 | flatMapDepth:_.flatMapDepth,
|
| 224 | // _.forEach
|
| 225 | forEachRight:_.forEachRight,
|
| 226 | groupBy:_.groupBy,
|
| 227 | // includes:_.includes
|
| 228 | invokeMap:_.invokeMap,
|
| 229 | keyBy:_.keyBy,
|
| 230 | // _.map
|
| 231 | orderBy:_.orderBy,
|
| 232 | partition:_.partition,
|
| 233 | // _.reduce
|
| 234 | reduceRight:_.reduceRight,
|
| 235 | reject:_.reject,
|
| 236 | sample:_.sample,
|
| 237 | sampleSize:_.sampleSize,
|
| 238 | shuffle:_.shuffle,
|
| 239 | size:_.size,
|
| 240 | // some:_.some
|
| 241 | sortBy:_.sortBy,
|
| 242 | });
|
| 243 | */
|