Feature: ml-levenberg-marquardt

package.json

@@ -4,6 +4,7 @@
   "private": true,
   "dependencies": {
     "@async-generators/to-array": "^0.1.0",
+    "@types/ml-levenberg-marquardt": "^1.0.1",
     "cache-manager": "^3.4.0",
     "cache-manager-ioredis": "^2.1.0",
     "camelcase": "^6.0.0",
@@ -24,6 +25,7 @@
     "koa-json-error": "^3.1.2",
     "koa-router": "^9.4.0",
     "lodash": "^4.17.20",
+    "ml-levenberg-marquardt": "^2.1.1",
     "moment": "^2.27.0",
     "mongoose": "^5.10.0",
     "mongoose-long": "^0.3.1",

yarn.lock

@@ -182,6 +182,11 @@
   resolved "https://registry.npm.taobao.org/@types/eslint-visitor-keys/download/@types/eslint-visitor-keys-1.0.0.tgz#1ee30d79544ca84d68d4b3cdb0af4f205663dd2d"
   integrity sha1-HuMNeVRMqE1o1LPNsK9PIFZj3S0=
 
+"@types/estree@*":
+  version "0.0.45"
+  resolved "https://registry.npm.taobao.org/@types/estree/download/@types/estree-0.0.45.tgz?cache=0&sync_timestamp=1605054096253&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2F%40types%2Festree%2Fdownload%2F%40types%2Festree-0.0.45.tgz#e9387572998e5ecdac221950dab3e8c3b16af884"
+  integrity sha1-6Th1cpmOXs2sIhlQ2rPow7Fq+IQ=
+
 "@types/events@*":
   version "3.0.0"
   resolved "https://registry.npm.taobao.org/@types/events/download/@types/events-3.0.0.tgz#2862f3f58a9a7f7c3e78d79f130dd4d71c25c2a7"
@@ -323,6 +328,11 @@
   resolved "https://registry.npm.taobao.org/@types/minimatch/download/@types/minimatch-3.0.3.tgz#3dca0e3f33b200fc7d1139c0cd96c1268cadfd9d"
   integrity sha1-PcoOPzOyAPx9ETnAzZbBJoyt/Z0=
 
+"@types/ml-levenberg-marquardt@^1.0.1":
+  version "1.0.1"
+  resolved "https://registry.npm.taobao.org/@types/ml-levenberg-marquardt/download/@types/ml-levenberg-marquardt-1.0.1.tgz#971921c780b23ee462d9e06710a069ef293d948f"
+  integrity sha1-lxkhx4CyPuRi2eBnEKBp7yk9lI8=
+
 "@types/mongodb@*":
   version "3.5.26"
   resolved "https://registry.npm.taobao.org/@types/mongodb/download/@types/mongodb-3.5.26.tgz?cache=0&sync_timestamp=1597563376772&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2F%40types%2Fmongodb%2Fdownload%2F%40types%2Fmongodb-3.5.26.tgz#aa10315925ba10cdc7931ef280c0ff6f54fd37f3"
@@ -662,6 +672,11 @@ acorn@^6.4.1:
   resolved "https://registry.npm.taobao.org/acorn/download/acorn-6.4.1.tgz?cache=0&sync_timestamp=1597237468154&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2Facorn%2Fdownload%2Facorn-6.4.1.tgz#531e58ba3f51b9dacb9a6646ca4debf5b14ca474"
   integrity sha1-Ux5Yuj9RudrLmmZGyk3r9bFMpHQ=
 
+acorn@^7.1.0:
+  version "7.4.1"
+  resolved "https://registry.npm.taobao.org/acorn/download/acorn-7.4.1.tgz?cache=0&sync_timestamp=1602534280466&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2Facorn%2Fdownload%2Facorn-7.4.1.tgz#feaed255973d2e77555b83dbc08851a6c63520fa"
+  integrity sha1-/q7SVZc9LndVW4PbwIhRpsY1IPo=
+
 acorn@^7.3.1:
   version "7.4.0"
   resolved "https://registry.npm.taobao.org/acorn/download/acorn-7.4.0.tgz?cache=0&sync_timestamp=1597237468154&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2Facorn%2Fdownload%2Facorn-7.4.0.tgz#e1ad486e6c54501634c6c397c5c121daa383607c"
@@ -3004,6 +3019,13 @@ is-accessor-descriptor@^1.0.0:
   dependencies:
     kind-of "^6.0.0"
 
+is-any-array@^0.1.0:
+  version "0.1.0"
+  resolved "https://registry.npm.taobao.org/is-any-array/download/is-any-array-0.1.0.tgz#e5a27965e3371610c10c66bca3be37ee177bdf8e"
+  integrity sha1-5aJ5ZeM3FhDBDGa8o7437hd7344=
+  dependencies:
+    rollup "^1.31.1"
+
 is-arrayish@^0.2.1:
   version "0.2.1"
   resolved "https://registry.npm.taobao.org/is-arrayish/download/is-arrayish-0.2.1.tgz#77c99840527aa8ecb1a8ba697b80645a7a926a9d"
@@ -3961,6 +3983,44 @@ mkdirp@^1.0.4:
   resolved "https://registry.npm.taobao.org/mkdirp/download/mkdirp-1.0.4.tgz#3eb5ed62622756d79a5f0e2a221dfebad75c2f7e"
   integrity sha1-PrXtYmInVteaXw4qIh3+utdcL34=
 
+ml-array-max@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npm.taobao.org/ml-array-max/download/ml-array-max-1.2.0.tgz#141595131fe10208dd89897ce98ab7fd382a3951"
+  integrity sha1-FBWVEx/hAgjdiYl86Yq3/TgqOVE=
+  dependencies:
+    is-any-array "^0.1.0"
+
+ml-array-min@^1.2.0:
+  version "1.2.0"
+  resolved "https://registry.npm.taobao.org/ml-array-min/download/ml-array-min-1.2.0.tgz#6880ea319250a99ec73bc2799ac005c10a0f0489"
+  integrity sha1-aIDqMZJQqZ7HO8J5msAFwQoPBIk=
+  dependencies:
+    is-any-array "^0.1.0"
+
+ml-array-rescale@^1.3.2:
+  version "1.3.2"
+  resolved "https://registry.npm.taobao.org/ml-array-rescale/download/ml-array-rescale-1.3.2.tgz#ebdeaaa84d15f714dbb00e94a6a9336ddcf10413"
+  integrity sha1-696qqE0V9xTbsA6UpqkzbdzxBBM=
+  dependencies:
+    is-any-array "^0.1.0"
+    ml-array-max "^1.2.0"
+    ml-array-min "^1.2.0"
+
+ml-levenberg-marquardt@^2.1.1:
+  version "2.1.1"
+  resolved "https://registry.npm.taobao.org/ml-levenberg-marquardt/download/ml-levenberg-marquardt-2.1.1.tgz#6a26751657adb340ed5ae4daadf5bfd2f757bdd4"
+  integrity sha1-aiZ1Flets0DtWuTarfW/0vdXvdQ=
+  dependencies:
+    is-any-array "^0.1.0"
+    ml-matrix "^6.4.1"
+
+ml-matrix@^6.4.1:
+  version "6.5.3"
+  resolved "https://registry.npm.taobao.org/ml-matrix/download/ml-matrix-6.5.3.tgz?cache=0&sync_timestamp=1602422832316&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2Fml-matrix%2Fdownload%2Fml-matrix-6.5.3.tgz#0c4bb26714607cac76d289b943171c7083418eed"
+  integrity sha1-DEuyZxRgfKx20om5QxcccINBju0=
+  dependencies:
+    ml-array-rescale "^1.3.2"
+
 moment-timezone@^0.5.x:
   version "0.5.31"
   resolved "https://registry.npm.taobao.org/moment-timezone/download/moment-timezone-0.5.31.tgz#9c40d8c5026f0c7ab46eda3d63e49c155148de05"
@@ -5026,6 +5086,15 @@ ripemd160@^2.0.0, ripemd160@^2.0.1:
     hash-base "^3.0.0"
     inherits "^2.0.1"
 
+rollup@^1.31.1:
+  version "1.32.1"
+  resolved "https://registry.npm.taobao.org/rollup/download/rollup-1.32.1.tgz?cache=0&sync_timestamp=1604302005760&other_urls=https%3A%2F%2Fregistry.npm.taobao.org%2Frollup%2Fdownload%2Frollup-1.32.1.tgz#4480e52d9d9e2ae4b46ba0d9ddeaf3163940f9c4"
+  integrity sha1-RIDlLZ2eKuS0a6DZ3erzFjlA+cQ=
+  dependencies:
+    "@types/estree" "*"
+    "@types/node" "*"
+    acorn "^7.1.0"
+
 run-queue@^1.0.0, run-queue@^1.0.3:
   version "1.0.3"
   resolved "https://registry.npm.taobao.org/run-queue/download/run-queue-1.0.3.tgz#e848396f057d223f24386924618e25694161ec47"