From db3365bd5292723feb2ce72a437ef52dcff4037a Mon Sep 17 00:00:00 2001
From: Parathantl <parathanlive123@gmail.com>
Date: Fri, 28 Sep 2018 17:20:52 +0530
Subject: [PATCH] Neural Network - Machine Learning in JavaScript using Brain
 JS

---
 .gitignore        |  1 +
 data.json         | 40 ++++++++++++++++++++++++++++++++++++++++
 index.js          | 18 ++++++++++++++++++
 package-lock.json | 35 +++++++++++++++++++++++++++++++++++
 package.json      | 15 +++++++++++++++
 5 files changed, 109 insertions(+)
 create mode 100644 .gitignore
 create mode 100644 data.json
 create mode 100644 index.js
 create mode 100644 package-lock.json
 create mode 100644 package.json

diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..b512c09
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
+node_modules
\ No newline at end of file
diff --git a/data.json b/data.json
new file mode 100644
index 0000000..57dc63d
--- /dev/null
+++ b/data.json
@@ -0,0 +1,40 @@
+[
+    {
+        "input": "Inside Chi's nursery",
+        "output": "kardashian"
+    },
+    {
+        "input": "Why I dyed my hair pink",
+        "output": "kardashian"
+    },
+    {
+        "input": "Feeling Blue (wearing @kkwbeauty powder contour in medium & dark contour kit as eye shadow, & a new lip coming soon)",
+        "output": "kardashian"
+    },
+    {
+        "input": "The Classic Blossom Palette is SOLD OUT 🌸 Can’t wait to see all your looks with this! Sign up for restock updates: https://kkwbeauty.com/pages/signup )",
+        "output": "kardashian"
+    },
+    {
+        "input": "Awww this part of GABBANA makes me so sad 😢😢😢",
+        "output": "kardashian"
+    },
+
+
+    {
+        "input": "Dem Memo: FBI did not disclose who the clients were - the Clinton Campaign and the DNC. Wow!",
+        "output": "trump"
+    },
+    {
+        "input": "Thank you to the great men and women of the United States @SecretService for a job well done!",
+        "output": "trump"
+    },
+    {
+        "input": "Congressman Lee Zeldin is doing a fantastic job in D.C. Tough and smart, he loves our Country and will always be there to do the right thing. He has my Complete and Total Endorsement!",
+        "output": "trump"
+    },
+    {
+        "input": "China is actually placing propaganda ads in the Des Moines Register and other papers, made to look like news. That’s because we are beating them on Trade, opening markets, and the farmers will make a fortune when this is over!",
+        "output": "trump"
+    }
+]
\ No newline at end of file
diff --git a/index.js b/index.js
new file mode 100644
index 0000000..94791a7
--- /dev/null
+++ b/index.js
@@ -0,0 +1,18 @@
+const brain = require('brain.js');
+const data = require('./data.json');
+
+const network = new brain.recurrent.LSTM();
+
+const trainingData = data.map(item => ({
+    input : item.input,
+    output : item.output
+}));
+
+network.train(trainingData,{
+    iterations : 100
+});
+
+const output = network.run("Jobless Claims fell to their lowest level in 49 years!");
+
+
+console.log(`Person: ${output}`);
\ No newline at end of file
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..9c5df64
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,35 @@
+{
+  "name": "Machine_Learning_in_JavaScript",
+  "version": "1.0.0",
+  "lockfileVersion": 1,
+  "requires": true,
+  "dependencies": {
+    "acorn": {
+      "version": "5.7.3",
+      "resolved": "https://registry.npmjs.org/acorn/-/acorn-5.7.3.tgz",
+      "integrity": "sha512-T/zvzYRfbVojPWahDsE5evJdHb3oJoQfFbsrKM7w5Zcs++Tr257tia3BmMP8XYVjp1S9RZXQMh7gao96BlqZOw=="
+    },
+    "brain.js": {
+      "version": "1.4.1",
+      "resolved": "https://registry.npmjs.org/brain.js/-/brain.js-1.4.1.tgz",
+      "integrity": "sha512-HeU36gd0YhRs+jbz1HdcyOkPcjtgpQpnDhu2vJl3urDTZ2JUBxMstt11dvvUoet4lvL71iGhKKFEg21J3X+BBw==",
+      "requires": {
+        "gpu.js": "1.8.1",
+        "thaw.js": "2.0.0"
+      }
+    },
+    "gpu.js": {
+      "version": "1.8.1",
+      "resolved": "https://registry.npmjs.org/gpu.js/-/gpu.js-1.8.1.tgz",
+      "integrity": "sha512-Glpgu8JihpzLo3OZXtdoKCWIE/W61cjNGwb27RXvXAhCnE/DSz3/PeL6rYpk56yZAvjMgXlgAN6NM7fot0NNFQ==",
+      "requires": {
+        "acorn": "5.7.3"
+      }
+    },
+    "thaw.js": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/thaw.js/-/thaw.js-2.0.0.tgz",
+      "integrity": "sha1-RSvF1+4s4bb5IDewW1BsvWVikdA="
+    }
+  }
+}
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..dcd8040
--- /dev/null
+++ b/package.json
@@ -0,0 +1,15 @@
+{
+  "name": "Machine_Learning_in_JavaScript",
+  "version": "1.0.0",
+  "description": "",
+  "main": "index.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "keywords": [],
+  "author": "",
+  "license": "ISC",
+  "dependencies": {
+    "brain.js": "^1.4.1"
+  }
+}