feat: add a simple NN trainer (#8)

* feat: add a simple NN trainer

* add build rule

* filter data having clean column

* add validation dataset

* Update trainer/trainer.ts

Co-authored-by: Mo Kweon <[email protected]>

* Update trainer/trainer.ts

Co-authored-by: Mo Kweon <[email protected]>

* Update trainer/trainer.ts

Co-authored-by: Mo Kweon <[email protected]>

* Update trainer/package.json

Co-authored-by: Mo Kweon <[email protected]>

* remove unnecessary filter in tf.data

Co-authored-by: Chansung Park <[email protected]>

Author: kkweon

.gitignore

@@ -1 +1,2 @@
-/extension/node_modules
+node_modules
+.pnpm-debug.log

trainer/package.json

@@ -0,0 +1,20 @@
+{
+  "name": "trainer",
+  "version": "1.0.0",
+  "description": "",
+  "main": "index.js",
+  "scripts": {
+    "build": "npx ts-node trainer.ts"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "dependencies": {
+    "@tensorflow-models/universal-sentence-encoder": "^1.3.3",
+    "@tensorflow/tfjs-node": "^3.18.0",
+    "typescript": "^4.7.4"
+  },
+  "devDependencies": {
+    "ts-node": "^10.8.1"
+  }
+}