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Upload Artificial_Calc_Teacher_v7.8.ipynb
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Artificial_Calc_Teacher_v7.8.ipynb
ADDED
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "eefbb211",
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"metadata": {},
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"outputs": [],
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"source": [
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"import mercury as mr\n",
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" \n",
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"# set Application parameters\n",
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"app = mr.App(title=\"Calculus Problem Generator\",\n",
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" description=\"Generates expressions which students can apply differential and integral calculus to.\",\n",
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" show_code=False,\n",
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16 |
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" show_prompt=False,\n",
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" continuous_update=True,\n",
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" static_notebook=False,\n",
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" show_sidebar=True,\n",
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" full_screen=True,\n",
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" allow_download=False)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "9258ca84",
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"metadata": {},
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"outputs": [],
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30 |
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"source": [
|
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"equation_count = 0"
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]
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"id": "81f9af3c",
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"metadata": {},
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"outputs": [],
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"source": [
|
41 |
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"generate = mr.Button(label=\"New equation\")"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"id": "c5197005",
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"metadata": {},
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"outputs": [],
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50 |
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"source": [
|
51 |
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"# changelog: updated code to work with updated Mercury. (button works again!)"
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52 |
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]
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53 |
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},
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{
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55 |
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"cell_type": "markdown",
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"id": "6bdf2faf",
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"metadata": {},
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58 |
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"source": [
|
59 |
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"# Solve with pen and paper:"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 28,
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65 |
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"id": "108761f9",
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66 |
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"metadata": {
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"scrolled": false
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},
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"outputs": [
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{
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"data": {
|
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"text/latex": [
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73 |
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"$\\displaystyle \\frac{d}{d \\theta} \\left(\\sin{\\left(\\theta \\right)} + \\tan{\\left(\\theta \\right)} + 2\\right) = ?$"
|
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+
],
|
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"text/plain": [
|
76 |
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"Eq(Derivative(sin(theta) + tan(theta) + 2, theta), ?)"
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77 |
+
]
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78 |
+
},
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79 |
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"metadata": {},
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80 |
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"output_type": "display_data"
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},
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{
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"data": {
|
84 |
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"text/latex": [
|
85 |
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"$\\displaystyle \\int \\left(- \\sqrt{y} + e^{y}\\right)\\, dy = ?$"
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86 |
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],
|
87 |
+
"text/plain": [
|
88 |
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"Eq(Integral(-sqrt(y) + exp(y), y), ?)"
|
89 |
+
]
|
90 |
+
},
|
91 |
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"metadata": {},
|
92 |
+
"output_type": "display_data"
|
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+
},
|
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
|
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
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"\n",
|
106 |
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"\n",
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107 |
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"\n",
|
108 |
+
"Possible answers:\n"
|
109 |
+
]
|
110 |
+
},
|
111 |
+
{
|
112 |
+
"data": {
|
113 |
+
"text/latex": [
|
114 |
+
"$\\displaystyle \\frac{d}{d \\theta} \\left(\\sin{\\left(\\theta \\right)} + \\tan{\\left(\\theta \\right)} + 2\\right) = \\cos{\\left(\\theta \\right)} + \\sec^{2}{\\left(\\theta \\right)}$"
|
115 |
+
],
|
116 |
+
"text/plain": [
|
117 |
+
"Eq(Derivative(sin(theta) + tan(theta) + 2, theta), cos(theta) + sec(theta)**2)"
|
118 |
+
]
|
119 |
+
},
|
120 |
+
"metadata": {},
|
121 |
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"output_type": "display_data"
|
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},
|
123 |
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{
|
124 |
+
"data": {
|
125 |
+
"text/latex": [
|
126 |
+
"$\\displaystyle \\int \\left(- \\sqrt{y} + e^{y}\\right)\\, dy = - \\frac{2 y^{\\frac{3}{2}}}{3} + e^{y}$"
|
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+
],
|
128 |
+
"text/plain": [
|
129 |
+
"Eq(Integral(-sqrt(y) + exp(y), y), -2*y**(3/2)/3 + exp(y))"
|
130 |
+
]
|
131 |
+
},
|
132 |
+
"metadata": {},
|
133 |
+
"output_type": "display_data"
|
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+
}
|
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+
],
|
136 |
+
"source": [
|
137 |
+
"from sympy.simplify.fu import TR22,TR2i\n",
|
138 |
+
"from sympy import *\n",
|
139 |
+
"from sympy.abc import theta\n",
|
140 |
+
"import random\n",
|
141 |
+
"f = Function('f')\n",
|
142 |
+
"g = Function('g')\n",
|
143 |
+
"h = Function('h')\n",
|
144 |
+
"theta = Symbol('theta')\n",
|
145 |
+
"i = 0\n",
|
146 |
+
"dkeywords = {\"polylog\",\"Ei\",\"gamma\",\"Piecewise\",\"li\",\"erf\",\"Si\",\"Ci\",\"hyper\",\"fresnel\",\"Li\",\"expint\",\"zoo\",\n",
|
147 |
+
"\"nan\",\"oo\",\"abs\",\"re\",\"EulerGamma\", \"sinh\",\"tanh\", \"cosh\",'sign','abs','atan','csc','asin'} \n",
|
148 |
+
"ikeywords = {\"polylog\",\"Ei\",\"gamma\",\"Piecewise\", \"li\", \"erf\", \"atan\", \"Si\", \"Ci\", \"hyper\", \"fresnel\", \"Li\", \n",
|
149 |
+
"\"expint\",\"zoo\", \"nan\", \"oo\",\"EulerGamma\",\"sinh\",\"csc\",\"asin\"}\n",
|
150 |
+
"keywords2 = {\"sin\",\"cos\",\"tan\"}\n",
|
151 |
+
"def random_variable(i):\n",
|
152 |
+
" return Symbol(random.choice([i for i in ['v','t','x','z','y']]), real=True)\n",
|
153 |
+
"def random_value(i):\n",
|
154 |
+
" return random.choice([i for i in range(-10,10) if i not in [0]])\n",
|
155 |
+
"def power(a): \n",
|
156 |
+
" return random_value(i)*a**int(random_value(i)/2)\n",
|
157 |
+
"def scalar(a): \n",
|
158 |
+
" return a*random_value(i) + random_value(i)\n",
|
159 |
+
"def addSUBTR(a): \n",
|
160 |
+
" return a+random_value(i)\n",
|
161 |
+
"def dmain(a):\n",
|
162 |
+
" def random_math(a): \n",
|
163 |
+
" funs = [power,scalar,addSUBTR,power,scalar,addSUBTR,ln,exp,sin,cos,tan,sqrt] \n",
|
164 |
+
" operations = [f(a)+g(a)+h(a),\n",
|
165 |
+
" f(a)+g(a)-h(a),\n",
|
166 |
+
" f(a)+g(a)*h(a),\n",
|
167 |
+
" f(a)+g(a)/h(a),\n",
|
168 |
+
" \n",
|
169 |
+
" f(a)-g(a)+h(a),\n",
|
170 |
+
" f(a)-g(a)-h(a),\n",
|
171 |
+
" f(a)-g(a)*h(a),\n",
|
172 |
+
" f(a)-g(a)/h(a),\n",
|
173 |
+
"\n",
|
174 |
+
" f(a)*g(a)+h(a),\n",
|
175 |
+
" f(a)*g(a)-h(a),\n",
|
176 |
+
" f(a)*g(a)*h(a),\n",
|
177 |
+
" f(a)*g(a)/h(a), \n",
|
178 |
+
" \n",
|
179 |
+
" f(a)/g(a)+h(a),\n",
|
180 |
+
" f(a)/g(a)-h(a),\n",
|
181 |
+
" f(a)/g(a)*h(a),\n",
|
182 |
+
" f(a)/g(a)/h(a), \n",
|
183 |
+
"\n",
|
184 |
+
" f(a)* ( g(a)+h(a) ),\n",
|
185 |
+
" f(a)* ( g(a)-h(a) ),\n",
|
186 |
+
" f(a)/ ( g(a)+h(a) ),\n",
|
187 |
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" f(a)/ ( g(a)-h(a) ),\n",
|
188 |
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" \n",
|
189 |
+
" f(g(h(a))),\n",
|
190 |
+
" f(h(a))+g(a),\n",
|
191 |
+
" f(h(a))-g(a),\n",
|
192 |
+
" f(h(a))*g(a),\n",
|
193 |
+
" f(h(a))/g(a),\n",
|
194 |
+
" f(a)/g(h(a))]\n",
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195 |
+
" operation = operations[random.randrange(0,len(operations))]\n",
|
196 |
+
" return [[[operation.replace(f, i) for i in funs][random.randrange(0,len(funs))].replace(g, i) for i in funs]\\\n",
|
197 |
+
" [random.randrange(0,len(funs))].replace(h, i) for i in funs][random.randrange(0,len(funs))]\n",
|
198 |
+
" return random_math(a)\n",
|
199 |
+
"def imain(a):\n",
|
200 |
+
" def random_math2(a): \n",
|
201 |
+
" funs = [power,scalar,addSUBTR,power,scalar,addSUBTR,ln,exp,sin,cos,tan,sqrt] \n",
|
202 |
+
" operations = [f(g(a)),f(a)+g(a),f(a)-g(a),f(a)/g(a),f(a)*g(a)]\n",
|
203 |
+
" operation = operations[random.randrange(0,len(operations))]\n",
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204 |
+
" return [[operation.replace(f, i) for i in funs][random.randrange(0,len(funs))].replace(g, i) for i in funs]\\\n",
|
205 |
+
" [random.randrange(0,len(funs))]\n",
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206 |
+
" return random_math2(a)\n",
|
207 |
+
"derror = True\n",
|
208 |
+
"def dtest():\n",
|
209 |
+
" global setup1\n",
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210 |
+
" global derror\n",
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211 |
+
" global practice1\n",
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212 |
+
" a = random_variable(i)\n",
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213 |
+
" setup1 = dmain(a)\n",
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214 |
+
" practice1 = Derivative(setup1,a) \n",
|
215 |
+
" p1eq = TR22(Eq(practice1,practice1.doit(),evaluate=False))\n",
|
216 |
+
" if any(kw in str(setup1) for kw in keywords2):\n",
|
217 |
+
" setup1 = setup1.replace(a,theta)\n",
|
218 |
+
" practice1 = Derivative(setup1,theta) \n",
|
219 |
+
" p1eq = TR22(Eq(practice1,practice1.doit(),evaluate=False))\n",
|
220 |
+
" if p1eq.rhs != 0 and not any(kw in str(p1eq) for kw in dkeywords):\n",
|
221 |
+
" derror = False\n",
|
222 |
+
" return p1eq\n",
|
223 |
+
"while derror == True: \n",
|
224 |
+
" output1 = dtest()\n",
|
225 |
+
"ierror = True\n",
|
226 |
+
"def itest():\n",
|
227 |
+
" global ierror\n",
|
228 |
+
" global practice2\n",
|
229 |
+
" global setup2\n",
|
230 |
+
" a = random_variable(i)\n",
|
231 |
+
" setup2 = imain(a)\n",
|
232 |
+
" practice2 = Integral(setup2,a) \n",
|
233 |
+
" p2eq = TR22(Eq(practice2,practice2.doit(),evaluate=False))\n",
|
234 |
+
" if str(factor_terms(p2eq.lhs)) != str(factor_terms(p2eq.rhs)) and not any(kw in str(p2eq) for kw in ikeywords)\\\n",
|
235 |
+
" and str(p2eq.lhs) != str(-p2eq.rhs): \n",
|
236 |
+
" if any(kw in str(setup2) for kw in keywords2):\n",
|
237 |
+
" setup2 = setup2.replace(a,theta)\n",
|
238 |
+
" practice2 = Integral(setup2,theta) \n",
|
239 |
+
" p2eq = TR22(Eq(practice2,practice2.doit(),evaluate=False))\n",
|
240 |
+
" ierror = False\n",
|
241 |
+
" return p2eq\n",
|
242 |
+
"while ierror == True:\n",
|
243 |
+
" output2 = itest()\n",
|
244 |
+
"questionmark = Symbol('?')\n",
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245 |
+
"def lhs():\n",
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246 |
+
" return display(Eq(nsimplify(output1.lhs),questionmark),Eq(nsimplify(output2.lhs),questionmark)) \n",
|
247 |
+
"def rhs():\n",
|
248 |
+
" return display(Eq(nsimplify(output1.lhs),nsimplify(output1.rhs)),Eq(nsimplify(output2.lhs),nsimplify(output2.rhs)))\n",
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249 |
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"lhs()\n",
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250 |
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"print(\"\\n\")\n",
|
251 |
+
"print(\"\\n\")\n",
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252 |
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"print(\"\\n\")\n",
|
253 |
+
"print(\"\\n\")\n",
|
254 |
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"print(\"\\n\")\n",
|
255 |
+
"print(\"Possible answers:\")\n",
|
256 |
+
"rhs()\n",
|
257 |
+
"if generate.clicked:\n",
|
258 |
+
" equation_count += 1\n",
|
259 |
+
" print(f\"Equation count {equation_count}\")"
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260 |
+
]
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261 |
+
},
|
262 |
+
{
|
263 |
+
"cell_type": "markdown",
|
264 |
+
"id": "2393180e",
|
265 |
+
"metadata": {},
|
266 |
+
"source": [
|
267 |
+
"# Donate Bitcoin (BTC) to address: **bc1qtrjmtsfxhmjmu4wwdh03u92gpy662rnt3drlm7**\n",
|
268 |
+
"\n",
|
269 |
+
"**Created by https://github.com/NSC9 - Live @ https://nsc9.github.io/ - MIT License - v7.8**\n",
|
270 |
+
"\n",
|
271 |
+
"**Powered by https://huggingface.co & https://runmercury.com/**\n",
|
272 |
+
"\n",
|
273 |
+
"Latest version source code: https://github.com/NSC9/Sample_of_Work/tree/Main/Artificial_Calculus_Teacher\n",
|
274 |
+
"\n",
|
275 |
+
"**Below are the expressions in plain text format for easy copy/pasting into these calculus calculator websites if you get stuck:**"
|
276 |
+
]
|
277 |
+
},
|
278 |
+
{
|
279 |
+
"cell_type": "code",
|
280 |
+
"execution_count": 30,
|
281 |
+
"id": "15c3f34f",
|
282 |
+
"metadata": {},
|
283 |
+
"outputs": [
|
284 |
+
{
|
285 |
+
"name": "stdout",
|
286 |
+
"output_type": "stream",
|
287 |
+
"text": [
|
288 |
+
"Differentiate: sin(theta) + tan(theta) + 2\n",
|
289 |
+
"Integrate: -sqrt(y) + exp(y)\n"
|
290 |
+
]
|
291 |
+
}
|
292 |
+
],
|
293 |
+
"source": [
|
294 |
+
"keywords3 = {\"theta\"}\n",
|
295 |
+
"if any(kw in str(nsimplify(output1.lhs)) for kw in keywords3):\n",
|
296 |
+
" print(\"Differentiate:\",str(nsimplify(output1.lhs))[11:-8])\n",
|
297 |
+
" p1 = \" \"+str(nsimplify(output1.lhs))[11:-8]\n",
|
298 |
+
"else:\n",
|
299 |
+
" print(\"Differentiate:\",str(nsimplify(output1.lhs))[11:-4])\n",
|
300 |
+
" p1 = \" \"+str(nsimplify(output1.lhs))[11:-4]\n",
|
301 |
+
" \n",
|
302 |
+
"if any(kw in str(nsimplify(output2.lhs)) for kw in keywords3):\n",
|
303 |
+
" print(\"Integrate:\",str(nsimplify(output2.lhs))[9:-8])\n",
|
304 |
+
" p2 = \" \"+str(nsimplify(output2.lhs))[9:-8]\n",
|
305 |
+
"else:\n",
|
306 |
+
" print(\"Integrate:\",str(nsimplify(output2.lhs))[9:-4]) \n",
|
307 |
+
" p2 = \" \"+str(nsimplify(output2.lhs))[9:-4]\n"
|
308 |
+
]
|
309 |
+
},
|
310 |
+
{
|
311 |
+
"cell_type": "markdown",
|
312 |
+
"id": "30b55c90",
|
313 |
+
"metadata": {},
|
314 |
+
"source": [
|
315 |
+
"**https://www.derivative-calculator.net/ -- https://www.integral-calculator.com/**"
|
316 |
+
]
|
317 |
+
}
|
318 |
+
],
|
319 |
+
"metadata": {
|
320 |
+
"kernelspec": {
|
321 |
+
"display_name": "Python 3 (ipykernel)",
|
322 |
+
"language": "python",
|
323 |
+
"name": "python3"
|
324 |
+
},
|
325 |
+
"language_info": {
|
326 |
+
"codemirror_mode": {
|
327 |
+
"name": "ipython",
|
328 |
+
"version": 3
|
329 |
+
},
|
330 |
+
"file_extension": ".py",
|
331 |
+
"mimetype": "text/x-python",
|
332 |
+
"name": "python",
|
333 |
+
"nbconvert_exporter": "python",
|
334 |
+
"pygments_lexer": "ipython3",
|
335 |
+
"version": "3.10.6"
|
336 |
+
}
|
337 |
+
},
|
338 |
+
"nbformat": 4,
|
339 |
+
"nbformat_minor": 5
|
340 |
+
}
|