Update socks model

Author: wizawu

roles/socks/files/model.json

@@ -13,64 +13,64 @@
     {
       "weights": [
         [
-          -2.0448832511901855,
-          -12.587446212768555,
-          1.5507053136825562,
-          -8.164376258850098,
-          -1.4899846315383911,
-          -5.436188220977783,
-          -2.9978840351104736,
-          -2.913925886154175
+          10.165555000305176,
+          4.689060211181641,
+          -18.004831314086914,
+          19.733312606811523,
+          -2.3023242950439453,
+          4.847473621368408,
+          18.549707412719727,
+          0.7092033624649048
         ],
         [
-          -0.04018418490886688,
-          0.09275096654891968,
-          3.3877265453338623,
-          -0.24014687538146973,
-          -1.1964905261993408,
-          -1.185164451599121,
-          -12.781356811523438,
-          12.380321502685547
+          -2.723468542098999,
+          0.57667076587677,
+          -1.2273348569869995,
+          2.7806801795959473,
+          1.1250660419464111,
+          4.038278579711914,
+          -3.3337841033935547,
+          2.5546464920043945
         ],
         [
-          0.860792875289917,
-          -2.363535165786743,
-          -13.993579864501953,
-          19.03268051147461,
-          2.031890630722046,
-          1.9153715372085571,
-          14.16896915435791,
-          4.531998634338379
+          -0.07177657634019852,
+          -0.22481177747249603,
+          -3.6623458862304688,
+          2.585347890853882,
+          -4.619156360626221,
+          -0.4703439176082611,
+          0.5583899617195129,
+          1.547146201133728
         ],
         [
-          1.255872130393982,
-          -0.9278600215911865,
-          -10.554705619812012,
-          6.015920162200928,
-          -4.951211452484131,
-          -12.324256896972656,
-          7.6253814697265625,
-          -10.964333534240723
+          -6.376372337341309,
+          -0.566474437713623,
+          -5.427638053894043,
+          16.279926300048828,
+          6.7400922775268555,
+          0.1331416815519333,
+          5.571939468383789,
+          1.6669608354568481
         ]
       ],
       "biases": [
-        31.02739143371582,
-        -12.756331443786621,
-        -1.286994457244873,
-        10.351632118225098
+        -12.115745544433594,
+        -4.235670566558838,
+        10.538761138916016,
+        0.5838905572891235
       ]
     },
     {
       "weights": [
         [
-          2.782470703125,
-          3.0048067569732666,
-          -1.9665416479110718,
-          -1.0439180135726929
+          -3.3194658756256104,
+          3.8274292945861816,
+          -0.8627594113349915,
+          -2.9486629962921143
         ]
       ],
       "biases": [
-        -0.1883462518453598
+        4.008055210113525
       ]
     }
   ],

roles/socks/files/package.json

@@ -2,7 +2,7 @@
   "scripts": {
     "build": "tsc main.ts",
     "start": "npm run build && node main.js",
-    "write": "npm run build && node -e 'require(\"./train.js\").writeData(40); process.exit()'",
+    "write": "npm run build && node -e 'require(\"./train.js\").writeData(41); process.exit()'",
     "train": "npm run build && rm -f model.json && node -e 'require(\"./train.js\").train(); process.exit()'"
   },
   "dependencies": {

roles/socks/files/train.ts

@@ -7,11 +7,10 @@ const log = LoggerFactory.getLogger("\t\b\b\b\b\b\b\b")
 log.level = "debug"
 
 const data = [
-  ...JSON.parse(fs.readFileSync("./data.36.json", "utf-8")),
-  ...JSON.parse(fs.readFileSync("./data.37.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.38.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.39.json", "utf-8")),
   ...JSON.parse(fs.readFileSync("./data.40.json", "utf-8")),
+  ...JSON.parse(fs.readFileSync("./data.41.json", "utf-8")),
 ]
 
 const net = new brain.NeuralNetwork()