From 357d4977eb2b5e0f3cceaefad346cf30ab83ab3e Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Wed, 29 Apr 2020 00:34:16 -0500
Subject: [PATCH 01/13] 1

---
 .devcontainer/devcontainer.json               |  1 +
 .../equation-checkpoint.ipynb                 | 35 ++++++++
 .../analysis-amd64/analysis/equation.ipynb    | 80 +++++++++++++++++++
 3 files changed, 116 insertions(+)
 create mode 100644 analysis-master/analysis-amd64/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb
 create mode 100644 analysis-master/analysis-amd64/analysis/equation.ipynb

diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
index 9b5120ed..6f6cd0c9 100644
--- a/.devcontainer/devcontainer.json
+++ b/.devcontainer/devcontainer.json
@@ -21,6 +21,7 @@
 	},
 	"extensions": [
 		"mhutchie.git-graph",
+		"donjayamanne.jupyter",
 	],
 	"postCreateCommand": "pip install -r analysis-master/analysis-amd64/requirements.txt"
 }
\ No newline at end of file
diff --git a/analysis-master/analysis-amd64/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb b/analysis-master/analysis-amd64/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb
new file mode 100644
index 00000000..9245ab26
--- /dev/null
+++ b/analysis-master/analysis-amd64/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb
@@ -0,0 +1,35 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "string = \"3+4+5\"\n",
+    "re.sub(\"\\d+[+]{1}\\d+\", string, sum([int(i) for i in re.split(\"[+]{1}\", re.search(\"\\d+[+]{1}\\d+\", string).group())]))"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.6"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
new file mode 100644
index 00000000..ce9c6f2d
--- /dev/null
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -0,0 +1,80 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 148,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 152,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "string = \"3+45+-5\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 153,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def add(string):\n",
+    "    while(len(re.findall(\"[+]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"\\d+[+]{1}[-]?\\d+\", str(sum([int(i) for i in re.split(\"[+]{1}\", re.search(\"\\d+[+]{1}[-]?\\d+\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 154,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "'7*0'"
+     },
+     "metadata": {},
+     "execution_count": 154
+    }
+   ],
+   "source": [
+    "add(string)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.6-final"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file

From b1d5834ff137e89a610f0697ba8eca627ed40899 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Wed, 29 Apr 2020 00:35:19 -0500
Subject: [PATCH 02/13] 2

---
 .../analysis-amd64/analysis/equation.ipynb      | 17 +++++------------
 1 file changed, 5 insertions(+), 12 deletions(-)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
index ce9c6f2d..33772754 100644
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 152,
+   "execution_count": 155,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 153,
+   "execution_count": 156,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -32,28 +32,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 154,
+   "execution_count": 157,
    "metadata": {},
    "outputs": [
     {
      "output_type": "execute_result",
      "data": {
-      "text/plain": "'7*0'"
+      "text/plain": "'43'"
      },
      "metadata": {},
-     "execution_count": 154
+     "execution_count": 157
     }
    ],
    "source": [
     "add(string)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {

From f9c25dad09f1c0d53b928408bb3b14ffca87d8b5 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Wed, 29 Apr 2020 12:58:44 -0500
Subject: [PATCH 03/13] 3

---
 .../analysis-amd64/analysis/equation.ipynb    | 51 +++++++++++++------
 1 file changed, 35 insertions(+), 16 deletions(-)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
index 33772754..0a4f162d 100644
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -2,51 +2,70 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 148,
+   "execution_count": 61,
    "metadata": {},
    "outputs": [],
    "source": [
-    "import re"
+    "import re\n",
+    "from decimal import Decimal\n",
+    "from functools import reduce"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 155,
+   "execution_count": 56,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "string = \"3+45+-5\""
-   ]
+   "source": []
   },
   {
    "cell_type": "code",
-   "execution_count": 156,
+   "execution_count": 62,
    "metadata": {},
    "outputs": [],
    "source": [
     "def add(string):\n",
     "    while(len(re.findall(\"[+]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"\\d+[+]{1}[-]?\\d+\", str(sum([int(i) for i in re.split(\"[+]{1}\", re.search(\"\\d+[+]{1}[-]?\\d+\", string).group())])), string, 1)\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", str(sum([Decimal(i) for i in re.split(\"[+]{1}\", re.search(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
     "    return string"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 157,
+   "execution_count": 63,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def multiply(string):\n",
+    "    while(len(re.findall(\"[*]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", str(reduce((lambda x, y: x * y), [Decimal(i) for i in re.split(\"[*]{1}\", re.search(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 69,
    "metadata": {},
    "outputs": [
     {
-     "output_type": "execute_result",
-     "data": {
-      "text/plain": "'43'"
-     },
-     "metadata": {},
-     "execution_count": 157
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "-29\n"
     }
    ],
    "source": [
-    "add(string)"
+    "string = \"-3+4+-5*6\"\n",
+    "string = multiply(string)\n",
+    "string = add(string)\n",
+    "print(string)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From adfa6f5cc07137e514ced1bd428f262e52e16533 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Wed, 29 Apr 2020 17:24:59 -0500
Subject: [PATCH 04/13] 4

---
 .../analysis-amd64/analysis/equation.ipynb         | 14 --------------
 1 file changed, 14 deletions(-)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
index 0a4f162d..b8c86e18 100644
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -11,13 +11,6 @@
     "from functools import reduce"
    ]
   },
-  {
-   "cell_type": "code",
-   "execution_count": 56,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
   {
    "cell_type": "code",
    "execution_count": 62,
@@ -59,13 +52,6 @@
     "string = add(string)\n",
     "print(string)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {

From 60ffe7645bb58fa12c1255b0fd700b54bd682792 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Wed, 29 Apr 2020 19:01:55 -0500
Subject: [PATCH 05/13] 5

---
 .../analysis-amd64/analysis/equation.ipynb    | 67 ++++++++++++++++---
 1 file changed, 57 insertions(+), 10 deletions(-)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
index b8c86e18..58b5c57f 100644
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -25,11 +25,31 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [],
    "source": [
-    "def multiply(string):\n",
+    "def sub(string):\n",
+    "    while(len(re.findall(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string)) != 0):\n",
+    "        g = re.search(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string).group()\n",
+    "        if(re.search(\"[-]{1,2}\", g).group() == \"-\"):\n",
+    "            r = re.sub(\"[-]{1}\", \"+-\", g, 1)\n",
+    "            string = re.sub(g, r, string, 1)\n",
+    "        elif(re.search(\"[-]{1,2}\", g).group() == \"--\"):\n",
+    "            r = re.sub(\"[-]{2}\", \"+\", g, 1)\n",
+    "            string = re.sub(g, r, string, 1)\n",
+    "        else:\n",
+    "            pass\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def mul(string):\n",
     "    while(len(re.findall(\"[*]{1}[-]?\", string)) != 0):\n",
     "        string = re.sub(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", str(reduce((lambda x, y: x * y), [Decimal(i) for i in re.split(\"[*]{1}\", re.search(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
     "    return string"
@@ -37,21 +57,48 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
      "output_type": "stream",
      "name": "stdout",
-     "text": "-29\n"
+     "text": "-30\n"
     }
    ],
    "source": [
-    "string = \"-3+4+-5*6\"\n",
-    "string = multiply(string)\n",
-    "string = add(string)\n",
-    "print(string)"
+    "def eval(string):\n",
+    "    string = mul(string)\n",
+    "    string = sub(string)\n",
+    "    string = add(string)\n",
+    "    return string"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "-22"
+     },
+     "metadata": {},
+     "execution_count": 34
+    }
+   ],
+   "source": [
+    "string = \"2--3+4-5*6-1\"\n",
+    "eval(string)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From 429d3eb42c6aeb7af9002c457b02856bc64f8e46 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Wed, 29 Apr 2020 22:34:43 -0500
Subject: [PATCH 06/13] 6

---
 .../analysis-amd64/analysis/equation.ipynb    | 68 ++++++++++++-------
 1 file changed, 43 insertions(+), 25 deletions(-)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
index 58b5c57f..b5ebf646 100644
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 49,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -25,7 +25,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 50,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -45,7 +45,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 51,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -57,17 +57,37 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 52,
    "metadata": {},
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": "-30\n"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "def eval(string):\n",
+    "def div(string):\n",
+    "    while(len(re.findall(\"[/]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", str(reduce((lambda x, y: x / y), [Decimal(i) for i in re.split(\"[/]{1}\", re.search(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 62,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def exp(string):\n",
+    "    while(len(re.findall(\"[\\^]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", str(reduce((lambda x, y: x ** y), [Decimal(i) for i in re.split(\"[\\^]{1}\", re.search(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def evaluate(string):\n",
+    "    string = exp(string)\n",
+    "    string = div(string)\n",
     "    string = mul(string)\n",
     "    string = sub(string)\n",
     "    string = add(string)\n",
@@ -76,29 +96,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 70,
    "metadata": {},
    "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "-128+0.8\n"
+    },
     {
      "output_type": "execute_result",
      "data": {
-      "text/plain": "-22"
+      "text/plain": "'-127.2'"
      },
      "metadata": {},
-     "execution_count": 34
+     "execution_count": 70
     }
    ],
    "source": [
-    "string = \"2--3+4-5*6-1\"\n",
-    "eval(string)"
+    "string = \"8^2*4/-2+0.8\"\n",
+    "evaluate(string)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {

From 37a4a0085e8d48a7a1f2f72cd99606c0af650c88 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Wed, 29 Apr 2020 23:02:02 -0500
Subject: [PATCH 07/13] 7

---
 .../analysis-amd64/analysis/equation.ipynb    | 42 ++++++++++---------
 1 file changed, 22 insertions(+), 20 deletions(-)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
index b5ebf646..abe8dfd0 100644
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": 164,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,19 +13,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 165,
    "metadata": {},
    "outputs": [],
    "source": [
     "def add(string):\n",
     "    while(len(re.findall(\"[+]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", str(sum([Decimal(i) for i in re.split(\"[+]{1}\", re.search(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x + y), [Decimal(i) for i in re.split(\"[+]{1}\", re.search(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
     "    return string"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 166,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -45,43 +45,43 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 167,
    "metadata": {},
    "outputs": [],
    "source": [
     "def mul(string):\n",
     "    while(len(re.findall(\"[*]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", str(reduce((lambda x, y: x * y), [Decimal(i) for i in re.split(\"[*]{1}\", re.search(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x * y), [Decimal(i) for i in re.split(\"[*]{1}\", re.search(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
     "    return string"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 168,
    "metadata": {},
    "outputs": [],
    "source": [
     "def div(string):\n",
     "    while(len(re.findall(\"[/]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", str(reduce((lambda x, y: x / y), [Decimal(i) for i in re.split(\"[/]{1}\", re.search(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x / y), [Decimal(i) for i in re.split(\"[/]{1}\", re.search(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
     "    return string"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 169,
    "metadata": {},
    "outputs": [],
    "source": [
     "def exp(string):\n",
     "    while(len(re.findall(\"[\\^]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", str(reduce((lambda x, y: x ** y), [Decimal(i) for i in re.split(\"[\\^]{1}\", re.search(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x ** y), [Decimal(i) for i in re.split(\"[\\^]{1}\", re.search(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
     "    return string"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 68,
+   "execution_count": 170,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -96,27 +96,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 70,
+   "execution_count": 171,
    "metadata": {},
    "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": "-128+0.8\n"
-    },
     {
      "output_type": "execute_result",
      "data": {
-      "text/plain": "'-127.2'"
+      "text/plain": "'-158456325028528675187087900672.000000'"
      },
      "metadata": {},
-     "execution_count": 70
+     "execution_count": 171
     }
    ],
    "source": [
-    "string = \"8^2*4/-2+0.8\"\n",
+    "string = \"8^32*4/-2+0.8\"\n",
     "evaluate(string)"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From 0a721ca500be58ba7c6ca83408b0eb054ea89dc7 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Thu, 30 Apr 2020 15:22:37 -0500
Subject: [PATCH 08/13] 8

---
 .../analysis-amd64/analysis/equation.ipynb    | 130 ++++++++++++++++--
 1 file changed, 121 insertions(+), 9 deletions(-)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
index abe8dfd0..d43817b7 100644
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ b/analysis-master/analysis-amd64/analysis/equation.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 164,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -13,7 +13,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 165,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -25,7 +25,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 166,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -45,7 +45,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 167,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -57,7 +57,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 168,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -69,7 +69,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 169,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -81,7 +81,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 170,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -90,22 +90,46 @@
     "    string = div(string)\n",
     "    string = mul(string)\n",
     "    string = sub(string)\n",
+    "    print(string)\n",
     "    string = add(string)\n",
     "    return string"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 171,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
+    {
+     "output_type": "error",
+     "ename": "SyntaxError",
+     "evalue": "unexpected EOF while parsing (<ipython-input-13-f9fb4aededd9>, line 1)",
+     "traceback": [
+      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-13-f9fb4aededd9>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    def parentheses(string):\u001b[0m\n\u001b[1;37m                            ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m unexpected EOF while parsing\n"
+     ]
+    }
+   ],
+   "source": [
+    "def parentheses(string):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "-158456325028528675187087900672.000000+0.8\n"
+    },
     {
      "output_type": "execute_result",
      "data": {
       "text/plain": "'-158456325028528675187087900672.000000'"
      },
      "metadata": {},
-     "execution_count": 171
+     "execution_count": 22
     }
    ],
    "source": [
@@ -113,6 +137,94 @@
     "evaluate(string)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sympy import symbols, solve"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "[6]"
+     },
+     "metadata": {},
+     "execution_count": 26
+    }
+   ],
+   "source": [
+    "x = symbols(\"x\")\n",
+    "expr = x-4-2\n",
+    "sol = solve(expr)\n",
+    "sol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "x - 6\n"
+    }
+   ],
+   "source": [
+    "print(expr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "expr = \"x-4-2\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "[6]"
+     },
+     "metadata": {},
+     "execution_count": 29
+    }
+   ],
+   "source": [
+    "sol = solve(expr)\n",
+    "sol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "x-4-2\n"
+    }
+   ],
+   "source": [
+    "print(expr)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,

From 2bcd4236bb1a6ed82d3fea0fee114268a295c733 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Fri, 1 May 2020 23:06:32 -0500
Subject: [PATCH 09/13] moved equation.ipynb to correct folder

---
 .../analysis-amd64/analysis/equation.ipynb    | 257 ------------------
 .../equation-checkpoint.ipynb                 |   0
 2 files changed, 257 deletions(-)
 delete mode 100644 analysis-master/analysis-amd64/analysis/equation.ipynb
 rename analysis-master/{analysis-amd64 => }/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb (100%)

diff --git a/analysis-master/analysis-amd64/analysis/equation.ipynb b/analysis-master/analysis-amd64/analysis/equation.ipynb
deleted file mode 100644
index d43817b7..00000000
--- a/analysis-master/analysis-amd64/analysis/equation.ipynb
+++ /dev/null
@@ -1,257 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import re\n",
-    "from decimal import Decimal\n",
-    "from functools import reduce"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def add(string):\n",
-    "    while(len(re.findall(\"[+]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x + y), [Decimal(i) for i in re.split(\"[+]{1}\", re.search(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
-    "    return string"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def sub(string):\n",
-    "    while(len(re.findall(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string)) != 0):\n",
-    "        g = re.search(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string).group()\n",
-    "        if(re.search(\"[-]{1,2}\", g).group() == \"-\"):\n",
-    "            r = re.sub(\"[-]{1}\", \"+-\", g, 1)\n",
-    "            string = re.sub(g, r, string, 1)\n",
-    "        elif(re.search(\"[-]{1,2}\", g).group() == \"--\"):\n",
-    "            r = re.sub(\"[-]{2}\", \"+\", g, 1)\n",
-    "            string = re.sub(g, r, string, 1)\n",
-    "        else:\n",
-    "            pass\n",
-    "    return string"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def mul(string):\n",
-    "    while(len(re.findall(\"[*]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x * y), [Decimal(i) for i in re.split(\"[*]{1}\", re.search(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
-    "    return string"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def div(string):\n",
-    "    while(len(re.findall(\"[/]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x / y), [Decimal(i) for i in re.split(\"[/]{1}\", re.search(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
-    "    return string"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def exp(string):\n",
-    "    while(len(re.findall(\"[\\^]{1}[-]?\", string)) != 0):\n",
-    "        string = re.sub(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x ** y), [Decimal(i) for i in re.split(\"[\\^]{1}\", re.search(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
-    "    return string"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "def evaluate(string):\n",
-    "    string = exp(string)\n",
-    "    string = div(string)\n",
-    "    string = mul(string)\n",
-    "    string = sub(string)\n",
-    "    print(string)\n",
-    "    string = add(string)\n",
-    "    return string"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "error",
-     "ename": "SyntaxError",
-     "evalue": "unexpected EOF while parsing (<ipython-input-13-f9fb4aededd9>, line 1)",
-     "traceback": [
-      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-13-f9fb4aededd9>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    def parentheses(string):\u001b[0m\n\u001b[1;37m                            ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m unexpected EOF while parsing\n"
-     ]
-    }
-   ],
-   "source": [
-    "def parentheses(string):"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 22,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": "-158456325028528675187087900672.000000+0.8\n"
-    },
-    {
-     "output_type": "execute_result",
-     "data": {
-      "text/plain": "'-158456325028528675187087900672.000000'"
-     },
-     "metadata": {},
-     "execution_count": 22
-    }
-   ],
-   "source": [
-    "string = \"8^32*4/-2+0.8\"\n",
-    "evaluate(string)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from sympy import symbols, solve"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "execute_result",
-     "data": {
-      "text/plain": "[6]"
-     },
-     "metadata": {},
-     "execution_count": 26
-    }
-   ],
-   "source": [
-    "x = symbols(\"x\")\n",
-    "expr = x-4-2\n",
-    "sol = solve(expr)\n",
-    "sol"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": "x - 6\n"
-    }
-   ],
-   "source": [
-    "print(expr)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "expr = \"x-4-2\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "execute_result",
-     "data": {
-      "text/plain": "[6]"
-     },
-     "metadata": {},
-     "execution_count": 29
-    }
-   ],
-   "source": [
-    "sol = solve(expr)\n",
-    "sol"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": "x-4-2\n"
-    }
-   ],
-   "source": [
-    "print(expr)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.7.6-final"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
\ No newline at end of file
diff --git a/analysis-master/analysis-amd64/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb b/analysis-master/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb
similarity index 100%
rename from analysis-master/analysis-amd64/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb
rename to analysis-master/analysis/.ipynb_checkpoints/equation-checkpoint.ipynb

From 5a1aa780ffb7c80ff32b2d7455f758c51583c43e Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Tue, 12 May 2020 20:43:31 -0500
Subject: [PATCH 10/13] readded equation.ipynb

---
 analysis-master/analysis/equation.ipynb | 257 ++++++++++++++++++++++++
 1 file changed, 257 insertions(+)
 create mode 100644 analysis-master/analysis/equation.ipynb

diff --git a/analysis-master/analysis/equation.ipynb b/analysis-master/analysis/equation.ipynb
new file mode 100644
index 00000000..d43817b7
--- /dev/null
+++ b/analysis-master/analysis/equation.ipynb
@@ -0,0 +1,257 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "from decimal import Decimal\n",
+    "from functools import reduce"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def add(string):\n",
+    "    while(len(re.findall(\"[+]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x + y), [Decimal(i) for i in re.split(\"[+]{1}\", re.search(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def sub(string):\n",
+    "    while(len(re.findall(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string)) != 0):\n",
+    "        g = re.search(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string).group()\n",
+    "        if(re.search(\"[-]{1,2}\", g).group() == \"-\"):\n",
+    "            r = re.sub(\"[-]{1}\", \"+-\", g, 1)\n",
+    "            string = re.sub(g, r, string, 1)\n",
+    "        elif(re.search(\"[-]{1,2}\", g).group() == \"--\"):\n",
+    "            r = re.sub(\"[-]{2}\", \"+\", g, 1)\n",
+    "            string = re.sub(g, r, string, 1)\n",
+    "        else:\n",
+    "            pass\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def mul(string):\n",
+    "    while(len(re.findall(\"[*]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x * y), [Decimal(i) for i in re.split(\"[*]{1}\", re.search(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def div(string):\n",
+    "    while(len(re.findall(\"[/]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x / y), [Decimal(i) for i in re.split(\"[/]{1}\", re.search(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def exp(string):\n",
+    "    while(len(re.findall(\"[\\^]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x ** y), [Decimal(i) for i in re.split(\"[\\^]{1}\", re.search(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def evaluate(string):\n",
+    "    string = exp(string)\n",
+    "    string = div(string)\n",
+    "    string = mul(string)\n",
+    "    string = sub(string)\n",
+    "    print(string)\n",
+    "    string = add(string)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "error",
+     "ename": "SyntaxError",
+     "evalue": "unexpected EOF while parsing (<ipython-input-13-f9fb4aededd9>, line 1)",
+     "traceback": [
+      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-13-f9fb4aededd9>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    def parentheses(string):\u001b[0m\n\u001b[1;37m                            ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m unexpected EOF while parsing\n"
+     ]
+    }
+   ],
+   "source": [
+    "def parentheses(string):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "-158456325028528675187087900672.000000+0.8\n"
+    },
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "'-158456325028528675187087900672.000000'"
+     },
+     "metadata": {},
+     "execution_count": 22
+    }
+   ],
+   "source": [
+    "string = \"8^32*4/-2+0.8\"\n",
+    "evaluate(string)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sympy import symbols, solve"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "[6]"
+     },
+     "metadata": {},
+     "execution_count": 26
+    }
+   ],
+   "source": [
+    "x = symbols(\"x\")\n",
+    "expr = x-4-2\n",
+    "sol = solve(expr)\n",
+    "sol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "x - 6\n"
+    }
+   ],
+   "source": [
+    "print(expr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "expr = \"x-4-2\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "[6]"
+     },
+     "metadata": {},
+     "execution_count": 29
+    }
+   ],
+   "source": [
+    "sol = solve(expr)\n",
+    "sol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "x-4-2\n"
+    }
+   ],
+   "source": [
+    "print(expr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.6-final"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file

From 6d544a434ef02453f26999453b5ad69ced5018bc Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Tue, 12 May 2020 20:46:42 -0500
Subject: [PATCH 11/13] readded equation.ipynb

---
 analysis-master/analysis/equation.ipynb | 257 ++++++++++++++++++++++++
 1 file changed, 257 insertions(+)
 create mode 100644 analysis-master/analysis/equation.ipynb

diff --git a/analysis-master/analysis/equation.ipynb b/analysis-master/analysis/equation.ipynb
new file mode 100644
index 00000000..d43817b7
--- /dev/null
+++ b/analysis-master/analysis/equation.ipynb
@@ -0,0 +1,257 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "from decimal import Decimal\n",
+    "from functools import reduce"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def add(string):\n",
+    "    while(len(re.findall(\"[+]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x + y), [Decimal(i) for i in re.split(\"[+]{1}\", re.search(\"[-]?\\d+[.]?\\d*[+]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def sub(string):\n",
+    "    while(len(re.findall(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string)) != 0):\n",
+    "        g = re.search(\"\\d+[.]?\\d*[-]{1,2}\\d+[.]?\\d*\", string).group()\n",
+    "        if(re.search(\"[-]{1,2}\", g).group() == \"-\"):\n",
+    "            r = re.sub(\"[-]{1}\", \"+-\", g, 1)\n",
+    "            string = re.sub(g, r, string, 1)\n",
+    "        elif(re.search(\"[-]{1,2}\", g).group() == \"--\"):\n",
+    "            r = re.sub(\"[-]{2}\", \"+\", g, 1)\n",
+    "            string = re.sub(g, r, string, 1)\n",
+    "        else:\n",
+    "            pass\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def mul(string):\n",
+    "    while(len(re.findall(\"[*]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x * y), [Decimal(i) for i in re.split(\"[*]{1}\", re.search(\"[-]?\\d+[.]?\\d*[*]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def div(string):\n",
+    "    while(len(re.findall(\"[/]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x / y), [Decimal(i) for i in re.split(\"[/]{1}\", re.search(\"[-]?\\d+[.]?\\d*[/]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def exp(string):\n",
+    "    while(len(re.findall(\"[\\^]{1}[-]?\", string)) != 0):\n",
+    "        string = re.sub(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", str(\"%f\" % reduce((lambda x, y: x ** y), [Decimal(i) for i in re.split(\"[\\^]{1}\", re.search(\"[-]?\\d+[.]?\\d*[\\^]{1}[-]?\\d+[.]?\\d*\", string).group())])), string, 1)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def evaluate(string):\n",
+    "    string = exp(string)\n",
+    "    string = div(string)\n",
+    "    string = mul(string)\n",
+    "    string = sub(string)\n",
+    "    print(string)\n",
+    "    string = add(string)\n",
+    "    return string"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "error",
+     "ename": "SyntaxError",
+     "evalue": "unexpected EOF while parsing (<ipython-input-13-f9fb4aededd9>, line 1)",
+     "traceback": [
+      "\u001b[1;36m  File \u001b[1;32m\"<ipython-input-13-f9fb4aededd9>\"\u001b[1;36m, line \u001b[1;32m1\u001b[0m\n\u001b[1;33m    def parentheses(string):\u001b[0m\n\u001b[1;37m                            ^\u001b[0m\n\u001b[1;31mSyntaxError\u001b[0m\u001b[1;31m:\u001b[0m unexpected EOF while parsing\n"
+     ]
+    }
+   ],
+   "source": [
+    "def parentheses(string):"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "-158456325028528675187087900672.000000+0.8\n"
+    },
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "'-158456325028528675187087900672.000000'"
+     },
+     "metadata": {},
+     "execution_count": 22
+    }
+   ],
+   "source": [
+    "string = \"8^32*4/-2+0.8\"\n",
+    "evaluate(string)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from sympy import symbols, solve"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "[6]"
+     },
+     "metadata": {},
+     "execution_count": 26
+    }
+   ],
+   "source": [
+    "x = symbols(\"x\")\n",
+    "expr = x-4-2\n",
+    "sol = solve(expr)\n",
+    "sol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "x - 6\n"
+    }
+   ],
+   "source": [
+    "print(expr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "expr = \"x-4-2\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": "[6]"
+     },
+     "metadata": {},
+     "execution_count": 29
+    }
+   ],
+   "source": [
+    "sol = solve(expr)\n",
+    "sol"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "stream",
+     "name": "stdout",
+     "text": "x-4-2\n"
+    }
+   ],
+   "source": [
+    "print(expr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.7.6-final"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
\ No newline at end of file

From 230e98a745e7327e153ccda0fb25f59d3f45c9d2 Mon Sep 17 00:00:00 2001
From: ltcptgeneral <35508619+ltcptgeneral@users.noreply.github.com>
Date: Tue, 12 May 2020 20:48:45 -0500
Subject: [PATCH 12/13] 9

---
 analysis-master/analysis/equation.ipynb | 95 -------------------------
 1 file changed, 95 deletions(-)

diff --git a/analysis-master/analysis/equation.ipynb b/analysis-master/analysis/equation.ipynb
index d43817b7..0d8ef4ea 100644
--- a/analysis-master/analysis/equation.ipynb
+++ b/analysis-master/analysis/equation.ipynb
@@ -136,101 +136,6 @@
     "string = \"8^32*4/-2+0.8\"\n",
     "evaluate(string)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 23,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "from sympy import symbols, solve"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 26,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "execute_result",
-     "data": {
-      "text/plain": "[6]"
-     },
-     "metadata": {},
-     "execution_count": 26
-    }
-   ],
-   "source": [
-    "x = symbols(\"x\")\n",
-    "expr = x-4-2\n",
-    "sol = solve(expr)\n",
-    "sol"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 27,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": "x - 6\n"
-    }
-   ],
-   "source": [
-    "print(expr)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 28,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "expr = \"x-4-2\""
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "execute_result",
-     "data": {
-      "text/plain": "[6]"
-     },
-     "metadata": {},
-     "execution_count": 29
-    }
-   ],
-   "source": [
-    "sol = solve(expr)\n",
-    "sol"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "metadata": {},
-   "outputs": [
-    {
-     "output_type": "stream",
-     "name": "stdout",
-     "text": "x-4-2\n"
-    }
-   ],
-   "source": [
-    "print(expr)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {

From 8f8fb6c1562702373d1ee06fef3709bdb4cd3f93 Mon Sep 17 00:00:00 2001
From: Arthur Lu <learthurgo@gmail.com>
Date: Thu, 14 May 2020 23:36:28 -0500
Subject: [PATCH 13/13] analysis.py v 1.2.2.000

Signed-off-by: Arthur Lu <learthurgo@gmail.com>
---
 analysis-master/analysis/analysis.py | 28 +++++++++++++++++++---------
 1 file changed, 19 insertions(+), 9 deletions(-)

diff --git a/analysis-master/analysis/analysis.py b/analysis-master/analysis/analysis.py
index c4cf49de..07ff32e6 100644
--- a/analysis-master/analysis/analysis.py
+++ b/analysis-master/analysis/analysis.py
@@ -7,10 +7,12 @@
 #    current benchmark of optimization: 1.33 times faster
 # setup:
 
-__version__ = "1.2.1.002"
+__version__ = "1.2.2.000"
 
 # changelog should be viewed using print(analysis.__changelog__)
 __changelog__ = """changelog:
+	1.2.2.000:
+		- changed output of regressions to function strings instead of list of coefficients
 	1.2.1.002:
 		- renamed ArrayTest class to Array
 	1.2.1.001:
@@ -412,7 +414,8 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array
 
 			popt, pcov = scipy.optimize.curve_fit(lin, X, y)
 
-			regressions.append((popt.flatten().tolist(), None))
+			coeffs = popt.flatten().tolist()
+			regressions.append(str(coeffs[0]) + "*x+" + str(coeffs[1]))
 
 		except Exception as e:
 
@@ -428,7 +431,8 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array
 
 			popt, pcov = scipy.optimize.curve_fit(log, X, y)
 
-			regressions.append((popt.flatten().tolist(), None))
+			coeffs = popt.flatten().tolist()
+			regressions.append(str(coeffs[0]) + "*log(" + str(coeffs[1]) + "*(x+" + str(coeffs[2]) + "))+" + str(coeffs[3]))
 
 		except Exception as e:
 			
@@ -444,7 +448,8 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array
 
 			popt, pcov = scipy.optimize.curve_fit(exp, X, y)
 
-			regressions.append((popt.flatten().tolist(), None))
+			coeffs = popt.flatten().tolist()
+			regressions.append(str(coeffs[0]) + "*e^(" + str(coeffs[1]) + "*(x+" + str(coeffs[2]) + "))+" + str(coeffs[3]))
 
 		except Exception as e:
 
@@ -466,10 +471,14 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array
 
 			params = model.steps[1][1].intercept_.tolist()
 			params = np.append(params, model.steps[1][1].coef_[0].tolist()[1::])
-			params.flatten()
-			params = params.tolist()
-			
-			plys.append(params)
+			params = params.flatten().tolist()
+
+			temp = ""
+			counter = 0
+			for param in params:
+				temp += "(" + str(param) + "*x^" + str(counter) + ")"
+				counter += 1
+			plys.append(temp)
 
 		regressions.append(plys)
 
@@ -483,7 +492,8 @@ def regression(inputs, outputs, args): # inputs, outputs expects N-D array
 
 			popt, pcov = scipy.optimize.curve_fit(sig, X, y)
 
-			regressions.append((popt.flatten().tolist(), None))
+			coeffs = popt.flatten().tolist()
+			regressions.append(str(coeffs[0]) + "*tanh(" + str(coeffs[1]) + "*(x+" + str(coeffs[2]) + "))+" + str(coeffs[3]))
 
 		except Exception as e: