From ce988f70d5c86abb23af54faa91b9b76015061e8 Mon Sep 17 00:00:00 2001
From: tushar goel <TG@AMIT-WEBPIXs-MacBook-Air.local>
Date: Mon, 1 Oct 2018 22:24:16 +0530
Subject: [PATCH 1/5] added ml project

---
 .DS_Store                                     | Bin 0 -> 8196 bytes
 Machine_Learning_Projects/ml_js/.gitignore    |   1 +
 Machine_Learning_Projects/ml_js/README.md     |  23 ++++++++++++
 Machine_Learning_Projects/ml_js/index.js      |  24 ++++++++++++
 .../ml_js/package-lock.json                   |  35 ++++++++++++++++++
 Machine_Learning_Projects/ml_js/package.json  |  14 +++++++
 6 files changed, 97 insertions(+)
 create mode 100644 .DS_Store
 create mode 100644 Machine_Learning_Projects/ml_js/.gitignore
 create mode 100644 Machine_Learning_Projects/ml_js/README.md
 create mode 100644 Machine_Learning_Projects/ml_js/index.js
 create mode 100644 Machine_Learning_Projects/ml_js/package-lock.json
 create mode 100644 Machine_Learning_Projects/ml_js/package.json

diff --git a/.DS_Store b/.DS_Store
new file mode 100644
index 0000000000000000000000000000000000000000..8c415b47f044e7bf84ce667564acace19ab847ee
GIT binary patch
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diff --git a/Machine_Learning_Projects/ml_js/.gitignore b/Machine_Learning_Projects/ml_js/.gitignore
new file mode 100644
index 0000000..30bc162
--- /dev/null
+++ b/Machine_Learning_Projects/ml_js/.gitignore
@@ -0,0 +1 @@
+/node_modules
\ No newline at end of file
diff --git a/Machine_Learning_Projects/ml_js/README.md b/Machine_Learning_Projects/ml_js/README.md
new file mode 100644
index 0000000..b9dec77
--- /dev/null
+++ b/Machine_Learning_Projects/ml_js/README.md
@@ -0,0 +1,23 @@
+there is some training data of teams
+'A','B','C' on past experiences of teams, as they played with each other and their wins are recorded as training data . 
+enter name of both teams as input 
+it will tell the probabilty of winning the next games by both teams.
+
+INPUT DATA is :-
+match of A and B :- A wins
+match of A and B :- A wins
+match of A and B :- B wins
+
+match of A and C :- C wins
+match of A and C :- C wins
+match of A and C :- A wins 
+
+
+match of C and B :- B wins
+match of C and B :- B wins
+match of C and B :- C wins
+
+To run the following code 
+run command :-
+npm install
+node index.js
\ No newline at end of file
diff --git a/Machine_Learning_Projects/ml_js/index.js b/Machine_Learning_Projects/ml_js/index.js
new file mode 100644
index 0000000..3a39df5
--- /dev/null
+++ b/Machine_Learning_Projects/ml_js/index.js
@@ -0,0 +1,24 @@
+const brain=require('brain.js')
+var net = new brain.NeuralNetwork();
+net.train([{input: [1,2], output: [0]},
+           {input: [1,2], output: [0]},
+           {input: [1,2], output: [1]},
+           {input: [1,3], output: [1]},
+           {input: [1,3], output: [1]},
+           {input: [1,3], output: [0]},
+           {input: [2,3], output: [0]},
+           {input: [2,3], output: [0]},
+           {input: [2,3], output: [1]}
+        ]);        
+var output = net.run([1,2]);
+console.log('after match of A and B');
+console.log('winning prob of B is'+output);
+console.log('winning prob of A is'+(1-output));
+var output = net.run([1,3]);
+console.log('after match of A and C');
+console.log('winning prob of C is'+output);
+console.log('winning prob of A is'+(1-output));
+var output = net.run([2,3]);
+console.log('after match of C and B');
+console.log('winning prob of C is'+output);
+console.log('winning prob of B is'+(1-output));
\ No newline at end of file
diff --git a/Machine_Learning_Projects/ml_js/package-lock.json b/Machine_Learning_Projects/ml_js/package-lock.json
new file mode 100644
index 0000000..c8fb40c
--- /dev/null
+++ b/Machine_Learning_Projects/ml_js/package-lock.json
@@ -0,0 +1,35 @@
+{
+  "name": "ml_js",
+  "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/Machine_Learning_Projects/ml_js/package.json b/Machine_Learning_Projects/ml_js/package.json
new file mode 100644
index 0000000..5301951
--- /dev/null
+++ b/Machine_Learning_Projects/ml_js/package.json
@@ -0,0 +1,14 @@
+{
+  "name": "ml_js",
+  "version": "1.0.0",
+  "description": "",
+  "main": "index.js",
+  "scripts": {
+    "test": "echo \"Error: no test specified\" && exit 1"
+  },
+  "author": "",
+  "license": "ISC",
+  "dependencies": {
+    "brain.js": "^1.4.1"
+  }
+}

From dc9611cd473748fe1131eeadb2027b7410dd9395 Mon Sep 17 00:00:00 2001
From: Tushar Goel <34160672+TG1999@users.noreply.github.com>
Date: Mon, 1 Oct 2018 22:25:17 +0530
Subject: [PATCH 2/5] Update README.md

---
 Machine_Learning_Projects/ml_js/README.md | 22 +++++++++++-----------
 1 file changed, 11 insertions(+), 11 deletions(-)

diff --git a/Machine_Learning_Projects/ml_js/README.md b/Machine_Learning_Projects/ml_js/README.md
index b9dec77..9e3fbf8 100644
--- a/Machine_Learning_Projects/ml_js/README.md
+++ b/Machine_Learning_Projects/ml_js/README.md
@@ -4,20 +4,20 @@ enter name of both teams as input
 it will tell the probabilty of winning the next games by both teams.
 
 INPUT DATA is :-
-match of A and B :- A wins
-match of A and B :- A wins
-match of A and B :- B wins
+match of A and B :- A wins<br>
+match of A and B :- A wins<br>
+match of A and B :- B wins<br>
 
-match of A and C :- C wins
-match of A and C :- C wins
-match of A and C :- A wins 
+match of A and C :- C wins<br>
+match of A and C :- C wins<br>
+match of A and C :- A wins <br>
 
 
-match of C and B :- B wins
-match of C and B :- B wins
-match of C and B :- C wins
-
+match of C and B :- B wins<br>
+match of C and B :- B wins<br>
+match of C and B :- C wins<br>
+<br>
 To run the following code 
 run command :-
 npm install
-node index.js
\ No newline at end of file
+node index.js

From c37ca65e5441925242156a22dcca81993891bd4c Mon Sep 17 00:00:00 2001
From: Tushar Goel <34160672+TG1999@users.noreply.github.com>
Date: Mon, 1 Oct 2018 22:25:47 +0530
Subject: [PATCH 3/5] Update README.md

---
 Machine_Learning_Projects/ml_js/README.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/Machine_Learning_Projects/ml_js/README.md b/Machine_Learning_Projects/ml_js/README.md
index 9e3fbf8..a9096fc 100644
--- a/Machine_Learning_Projects/ml_js/README.md
+++ b/Machine_Learning_Projects/ml_js/README.md
@@ -3,7 +3,7 @@ there is some training data of teams
 enter name of both teams as input 
 it will tell the probabilty of winning the next games by both teams.
 
-INPUT DATA is :-
+INPUT DATA is :-<br>
 match of A and B :- A wins<br>
 match of A and B :- A wins<br>
 match of A and B :- B wins<br>
@@ -17,7 +17,7 @@ match of C and B :- B wins<br>
 match of C and B :- B wins<br>
 match of C and B :- C wins<br>
 <br>
-To run the following code 
-run command :-
-npm install
-node index.js
+To run the following code<br> 
+run command :-<br>
+npm install<br>
+node index.js<br>

From de18d50175d04ce2002876cb046c8a637de6f83b Mon Sep 17 00:00:00 2001
From: Tushar Goel <34160672+TG1999@users.noreply.github.com>
Date: Mon, 1 Oct 2018 22:27:09 +0530
Subject: [PATCH 4/5] Update README.md

---
 Machine_Learning_Projects/ml_js/README.md | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/Machine_Learning_Projects/ml_js/README.md b/Machine_Learning_Projects/ml_js/README.md
index a9096fc..3f9efff 100644
--- a/Machine_Learning_Projects/ml_js/README.md
+++ b/Machine_Learning_Projects/ml_js/README.md
@@ -1,7 +1,6 @@
-there is some training data of teams
-'A','B','C' on past experiences of teams, as they played with each other and their wins are recorded as training data . 
-enter name of both teams as input 
-it will tell the probabilty of winning the next games by both teams.
+there is some training data of teams'A','B','C'
+<br>on past experiences of teams, as they played with each other and their wins are recorded as training data . <br>
+it will tell the probabilty of winning the next games by both teams.<br>
 
 INPUT DATA is :-<br>
 match of A and B :- A wins<br>

From 9b1c5e50af6c3e7909fe2dc7c69664cd80b124fd Mon Sep 17 00:00:00 2001
From: Tushar Goel <34160672+TG1999@users.noreply.github.com>
Date: Mon, 1 Oct 2018 22:27:35 +0530
Subject: [PATCH 5/5] Update README.md

---
 Machine_Learning_Projects/ml_js/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/Machine_Learning_Projects/ml_js/README.md b/Machine_Learning_Projects/ml_js/README.md
index 3f9efff..30280b3 100644
--- a/Machine_Learning_Projects/ml_js/README.md
+++ b/Machine_Learning_Projects/ml_js/README.md
@@ -1,4 +1,4 @@
-there is some training data of teams'A','B','C'
+there is some training data of teams A , B , C
 <br>on past experiences of teams, as they played with each other and their wins are recorded as training data . <br>
 it will tell the probabilty of winning the next games by both teams.<br>