Files
mathgenerator/mathgenerator/mathgen.py
2020-10-17 12:54:30 -04:00

785 lines
29 KiB
Python

import random
import math
import fractions
genList = []
# || Generator class
class Generator:
def __init__(self, title, id, generalProb, generalSol, func):
self.title = title
self.id = id
self.generalProb = generalProb
self.generalSol = generalSol
self.func = func
genList.append([id, title, self])
def __str__(self):
return str(self.id) + " " + self.title + " " + self.generalProb + " " + self.generalSol
def __call__(self, **kwargs):
return self.func(**kwargs)
# || Non-generator Functions
def genById(id):
generator = genList[id][2]
return(generator())
def getGenList():
return(genList)
# || Generator Functions
def additionFunc(maxSum = 99, maxAddend = 50):
a = random.randint(0, maxAddend)
b = random.randint(0, min((maxSum-a), maxAddend)) #The highest value of b will be no higher than the maxsum minus the first number and no higher than the maxAddend as well
c = a+b
problem = str(a) + "+" + str(b) + "="
solution = str(c)
return problem, solution
def subtractionFunc(maxMinuend = 99, maxDiff = 99):
a = random.randint(0, maxMinuend)
b = random.randint(max(0, (a-maxDiff)), a)
c = a-b
problem = str(a) + "-" + str(b) + "="
solution = str(c)
return problem, solution
def multiplicationFunc(maxRes = 99, maxMulti = 99):
a = random.randint(0, maxMulti)
b = random.randint(0, min(int(maxMulti/a), maxRes))
c = a*b
problem = str(a) + "*" + str(b) + "="
solution = str(c)
return problem, solution
def divisionFunc(maxRes = 99, maxDivid = 99):
a = random.randint(0, maxDivid)
b = random.randint(0, min(maxRes, maxDivid))
c = a/b
problem = str(a) + "/" + str(b) + "="
solution = str(c)
return problem, solution
def binaryComplement1sFunc(maxDigits = 10):
question = ''
answer = ''
for i in range(random.randint(1,maxDigits)):
temp = str(random.randint(0, 1))
question += temp
answer += "0" if temp == "1" else "1"
problem = question
solution = answer
return problem, solution
def moduloFunc(maxRes = 99, maxModulo= 99):
a = random.randint(0, maxModulo)
b = random.randint(0, min(maxRes, maxModulo))
c = a%b
problem = str(a) + "%" + str(b) + "="
solution = str(c)
return problem, solution
def squareRootFunc(minNo = 1, maxNo = 12):
b = random.randint(minNo, maxNo)
a = b*b
problem = "sqrt(" + str(a) + ")="
solution = str(b)
return problem, solution
def powerRuleDifferentiationFunc(maxCoef = 10, maxExp = 10, maxTerms = 5):
numTerms = random.randint(1, maxTerms)
problem = ""
solution = ""
for i in range(numTerms):
if i > 0:
problem += " + "
solution += " + "
coefficient = random.randint(1, maxCoef)
exponent = random.randint(1, maxExp)
problem += str(coefficient) + "x^" + str(exponent)
solution += str(coefficient * exponent) + "x^" + str(exponent - 1)
return problem, solution
def squareFunc(maxSquareNum = 20):
a = random.randint(1, maxSquareNum)
b = a * a
problem = str(a) + "^2" + "="
solution = str(b)
return problem, solution
def gcdFunc(maxVal=20):
a = random.randint(1, maxVal)
b = random.randint(1, maxVal)
x, y = a, b
while(y):
x, y = y, x % y
problem = f"GCD of {a} and {b} = "
solution = str(x)
return problem, solution
def lcmFunc(maxVal=20):
a = random.randint(1, maxVal)
b = random.randint(1, maxVal)
x, y = a, b
c = a * b
while(y):
x, y = y, x % y
d = c // x
problem = f"LCM of {a} and {b} = "
solution = str(d)
return problem, solution
def basicAlgebraFunc(maxVariable = 10):
a = random.randint(1, maxVariable)
b = random.randint(1, maxVariable)
c = random.randint(b, maxVariable)
# calculate gcd
def calculate_gcd(x, y):
while(y):
x, y = y, x % y
return x
i = calculate_gcd((c - b), a)
x = f"{(c - b)//i}/{a//i}"
if (c - b == 0):
x = "0"
elif a == 1 or a == i :
x = f"{c - b}"
problem = f"{a}x + {b} = {c}"
solution = x
return problem, solution
def logFunc(maxBase=3, maxVal=8):
a = random.randint(1, maxVal)
b = random.randint(2, maxBase)
c = pow(b,a)
problem = "log"+str(b)+"("+str(c)+")"
solution = str(a)
return problem, solution
def divisionToIntFunc(maxA=25, maxB=25):
a = random.randint(1,maxA)
b = random.randint(1,maxB)
divisor = a*b
dividend=random.choice([a,b])
problem = f"{divisor}/{dividend} = "
solution=int(divisor/dividend)
return problem,solution
def DecimalToBinaryFunc(max_dec=99):
a = random.randint(1, max_dec)
b = bin(a).replace("0b", "")
problem = "Binary of "+str(a)+"="
solution = str(b)
return problem, solution
def BinaryToDecimalFunc(max_dig=10):
problem=''
for i in range(random.randint(1,max_dig)):
temp = str(random.randint(0, 1))
problem += temp
solution=int(problem, 2);
return problem, solution
def divideFractionsFunc(maxVal=10):
a = random.randint(1, maxVal)
b = random.randint(1, maxVal)
while (a == b):
b = random.randint(1, maxVal)
c = random.randint(1, maxVal)
d = random.randint(1, maxVal)
while (c == d):
d = random.randint(1, maxVal)
def calculate_gcd(x, y):
while(y):
x, y = y, x % y
return x
tmp_n = a * d
tmp_d = b * c
gcd = calculate_gcd(tmp_n, tmp_d)
x = f"{tmp_n//gcd}/{tmp_d//gcd}"
if (tmp_d == 1 or tmp_d == gcd):
x = f"{tmp_n//gcd}"
# for equal numerator and denominators
problem = f"({a}/{b})/({c}/{d})"
solution = x
return problem, solution
def multiplyIntToMatrix22(maxMatrixVal = 10, maxRes = 100):
a = random.randint(0, maxMatrixVal)
b = random.randint(0, maxMatrixVal)
c = random.randint(0, maxMatrixVal)
d = random.randint(0, maxMatrixVal)
constant = random.randint(0, int(maxRes/max(a,b,c,d)))
problem = f"{constant} * [[{a}, {b}], [{c}, {d}]] = "
solution = f"[[{a*constant},{b*constant}],[{c*constant},{d*constant}]]"
return problem, solution
def areaOfTriangleFunc(maxA=20, maxB=20, maxC=20):
a = random.randint(1, maxA)
b = random.randint(1, maxB)
c = random.randint(1, maxC)
s = (a+b+c)/2
area = (s*(s-a)*(s-b)*(s-c)) ** 0.5
problem = "Area of triangle with side lengths: "+ str(a) +" "+ str(b) +" "+ str(c) + " = "
solution = area
return problem, solution
def isTriangleValidFunc(maxSideLength = 50):
sideA = random.randint(1, maxSideLength)
sideB = random.randint(1, maxSideLength)
sideC = random.randint(1, maxSideLength)
sideSums = [sideA + sideB, sideB + sideC, sideC + sideA]
sides = [sideC, sideA, sideB]
exists = True & (sides[0] < sideSums[0]) & (sides[1] < sideSums[1]) & (sides[2] < sideSums[2])
problem = f"Does triangle with sides {sideA}, {sideB} and {sideC} exist?"
if exists:
solution = "Yes"
return problem, solution
solution = "No"
return problem, solution
def MidPointOfTwoPointFunc(maxValue=20):
x1=random.randint(-20,maxValue)
y1=random.randint(-20,maxValue)
x2=random.randint(-20,maxValue)
y2=random.randint(-20,maxValue)
problem=f"({x1},{y1}),({x2},{y2})="
solution=f"({(x1+x2)/2},{(y1+y2)/2})"
return problem,solution
def factoringFunc(range_x1 = 10, range_x2 = 10):
x1 = random.randint(-range_x1, range_x1)
x2 = random.randint(-range_x2, range_x2)
def intParser(z):
if (z == 0):
return ""
if (z > 0):
return "+" + str(z)
if (z < 0):
return "-" + str(abs(z))
b = intParser(x1 + x2)
c = intParser(x1 * x2)
if (b == "+1"):
b = "+"
if (b == ""):
problem = f"x^2{c}"
else:
problem = f"x^2{b}x{c}"
x1 = intParser(x1)
x2 = intParser(x2)
solution = f"(x{x1})(x{x2})"
return problem, solution
def thirdAngleOfTriangleFunc(maxAngle=89):
angle1 = random.randint(1, maxAngle)
angle2 = random.randint(1, maxAngle)
angle3 = 180 - (angle1 + angle2)
problem = f"Third angle of triangle with angles {angle1} and {angle2} = "
solution = angle3
return problem, solution
def systemOfEquationsFunc(range_x = 10, range_y = 10, coeff_mult_range=10):
# Generate solution point first
x = random.randint(-range_x, range_x)
y = random.randint(-range_y, range_y)
# Start from reduced echelon form (coeffs 1)
c1 = [1, 0, x]
c2 = [0, 1, y]
def randNonZero():
return random.choice([i for i in range(-coeff_mult_range, coeff_mult_range)
if i != 0])
# Add random (non-zero) multiple of equations (rows) to each other
c1_mult = randNonZero()
c2_mult = randNonZero()
new_c1 = [c1[i] + c1_mult * c2[i] for i in range(len(c1))]
new_c2 = [c2[i] + c2_mult * c1[i] for i in range(len(c2))]
# For extra randomness, now add random (non-zero) multiples of original rows
# to themselves
c1_mult = randNonZero()
c2_mult = randNonZero()
new_c1 = [new_c1[i] + c1_mult * c1[i] for i in range(len(c1))]
new_c2 = [new_c2[i] + c2_mult * c2[i] for i in range(len(c2))]
def coeffToFuncString(coeffs):
# lots of edge cases for perfect formatting!
x_sign = '-' if coeffs[0] < 0 else ''
# No redundant 1s
x_coeff = str(abs(coeffs[0])) if abs(coeffs[0]) != 1 else ''
# If x coeff is 0, dont include x
x_str = f'{x_sign}{x_coeff}x' if coeffs[0] != 0 else ''
# if x isn't included and y is positive, dont include operator
op = ' - ' if coeffs[1] < 0 else (' + ' if x_str != '' else '')
# No redundant 1s
y_coeff = abs(coeffs[1]) if abs(coeffs[1]) != 1 else ''
# Don't include if 0, unless x is also 0 (probably never happens)
y_str = f'{y_coeff}y' if coeffs[1] != 0 else ('' if x_str != '' else '0')
return f'{x_str}{op}{y_str} = {coeffs[2]}'
problem = f"{coeffToFuncString(new_c1)}, {coeffToFuncString(new_c2)}"
solution = f"x = {x}, y = {y}"
return problem, solution
# Add random (non-zero) multiple of equations to each other
def distanceTwoPointsFunc(maxValXY = 20, minValXY=-20):
point1X = random.randint(minValXY, maxValXY+1)
point1Y = random.randint(minValXY, maxValXY+1)
point2X = random.randint(minValXY, maxValXY+1)
point2Y = random.randint(minValXY, maxValXY+1)
distanceSq = (point1X - point2X) ** 2 + (point1Y - point2Y) ** 2
solution = f"sqrt({distanceSq})"
problem = f"Find the distance between ({point1X}, {point1Y}) and ({point2X}, {point2Y})"
return problem, solution
def pythagoreanTheoremFunc(maxLength = 20):
a = random.randint(1, maxLength)
b = random.randint(1, maxLength)
c = (a**2 + b**2)**0.5
problem = f"The hypotenuse of a right triangle given the other two lengths {a} and {b} = "
solution = f"{c:.0f}" if c.is_integer() else f"{c:.2f}"
return problem, solution
def linearEquationsFunc(n = 2, varRange = 20, coeffRange = 20):
if n > 10:
print("[!] n cannot be greater than 10")
return None, None
vars = ['x', 'y', 'z', 'a', 'b', 'c', 'd', 'e', 'f', 'g'][:n]
soln = [ random.randint(-varRange, varRange) for i in range(n) ]
problem = list()
solution = ", ".join(["{} = {}".format(vars[i], soln[i]) for i in range(n)])
for _ in range(n):
coeff = [ random.randint(-coeffRange, coeffRange) for i in range(n) ]
res = sum([ coeff[i] * soln[i] for i in range(n)])
prob = ["{}{}".format(coeff[i], vars[i]) if coeff[i] != 0 else "" for i in range(n)]
while "" in prob:
prob.remove("")
prob = " + ".join(prob) + " = " + str(res)
problem.append(prob)
problem = "\n".join(problem)
return problem, solution
def primeFactorsFunc(minVal=1, maxVal=200):
a = random.randint(minVal, maxVal)
n = a
i = 2
factors = []
while i * i <= n:
if n % i:
i += 1
else:
n //= i
factors.append(i)
if n > 1:
factors.append(n)
problem = f"Find prime factors of {a}"
solution = f"{factors}"
return problem, solution
def multiplyFractionsFunc(maxVal=10):
a = random.randint(1, maxVal)
b = random.randint(1, maxVal)
c = random.randint(1, maxVal)
d = random.randint(1, maxVal)
while (a == b):
b = random.randint(1, maxVal)
while (c == d):
d = random.randint(1, maxVal)
def calculate_gcd(x, y):
while(y):
x, y = y, x % y
return x
tmp_n = a * c
tmp_d = b * d
gcd = calculate_gcd(tmp_n, tmp_d)
x = f"{tmp_n//gcd}/{tmp_d//gcd}"
if (tmp_d == 1 or tmp_d == gcd):
x = f"{tmp_n//gcd}"
problem = f"({a}/{b})*({c}/{d})"
solution = x
return problem, solution
def regularPolygonAngleFunc(minVal = 3,maxVal = 20):
sideNum = random.randint(minVal, maxVal)
problem = f"Find the angle of a regular polygon with {sideNum} sides"
exteriorAngle = round((360/sideNum),2)
solution = 180 - exteriorAngle
return problem, solution
def combinationsFunc(maxlength=20):
def factorial(a):
d=1
for i in range(a):
a=(i+1)*d
d=a
return d
a= random.randint(10,maxlength)
b=random.randint(0,9)
solution= int(factorial(a)/(factorial(b)*factorial(a-b)))
problem= "Number of combinations from {} objects picked {} at a time ".format(a,b)
return problem, solution
def factorialFunc(maxInput = 6):
a = random.randint(0, maxInput)
n = a
problem = str(a) + "! = "
b = 1
if a == 1:
solution = str(b)
return problem, solution
else:
while n > 0:
b *= n
n = n - 1
solution = str(b)
return problem, solution
def surfaceAreaCube(maxSide = 20, unit = 'm'):
a = random.randint(1, maxSide)
problem = f"Surface area of cube with side = {a}{unit} is"
ans = 6 * a * a
solution = f"{ans} {unit}^2"
return problem, solution
def volumeCube(maxSide = 20, unit = 'm'):
a = random.randint(1, maxSide)
problem = f"Volume of cube with side = {a}{unit} is"
ans = a * a * a
solution = f"{ans} {unit}^3"
return problem, solution
def surfaceAreaCuboid(maxSide = 20, unit = 'm'):
a = random.randint(1, maxSide)
b = random.randint(1, maxSide)
c = random.randint(1, maxSide)
problem = f"Surface area of cuboid with sides = {a}{unit}, {b}{unit}, {c}{unit} is"
ans = 2 * (a*b + b*c + c*a)
solution = f"{ans} {unit}^2"
return problem, solution
def volumeCuboid(maxSide = 20, unit = 'm'):
a = random.randint(1, maxSide)
b = random.randint(1, maxSide)
c = random.randint(1, maxSide)
problem = f"Volume of cuboid with sides = {a}{unit}, {b}{unit}, {c}{unit} is"
ans = a * b * c
solution = f"{ans} {unit}^3"
return problem, solution
def surfaceAreaCylinder(maxRadius = 20, maxHeight = 50,unit = 'm'):
a = random.randint(1, maxHeight)
b = random.randint(1, maxRadius)
problem = f"Surface area of cylinder with height = {a}{unit} and radius = {b}{unit} is"
ans = int(2 * math.pi * a * b + 2 * math.pi * b * b)
solution = f"{ans} {unit}^2"
return problem, solution
def volumeCylinder(maxRadius = 20, maxHeight = 50, unit = 'm'):
a = random.randint(1, maxHeight)
b = random.randint(1, maxRadius)
problem = f"Volume of cylinder with height = {a}{unit} and radius = {b}{unit} is"
ans = int(math.pi * b * b * a)
solution = f"{ans} {unit}^3"
return problem, solution
def surfaceAreaCone(maxRadius = 20, maxHeight = 50,unit = 'm'):
a = random.randint(1, maxHeight)
b = random.randint(1, maxRadius)
slopingHeight = math.sqrt(a**2 + b**2)
problem = f"Surface area of cone with height = {a}{unit} and radius = {b}{unit} is"
ans = int(math.pi * b * slopingHeight + math.pi * b * b)
solution = f"{ans} {unit}^2"
return problem, solution
def volumeCone(maxRadius = 20, maxHeight = 50, unit = 'm'):
a = random.randint(1, maxHeight)
b = random.randint(1, maxRadius)
problem = f"Volume of cone with height = {a}{unit} and radius = {b}{unit} is"
ans = int(math.pi * b * b * a * (1/3))
solution = f"{ans} {unit}^3"
return problem, solution
def commonFactorsFunc(maxVal=100):
a = random.randint(1, maxVal)
b = random.randint(1, maxVal)
x, y = a, b
if (x < y):
min = x
else:
min = y
count = 0
arr = []
for i in range(1, min + 1):
if (x % i == 0):
if (y % i == 0):
count = count + 1
arr.append(i)
problem = f"Common Factors of {a} and {b} = "
solution = arr
return problem, solution
def intersectionOfTwoLinesFunc(
minM=-10, maxM=10, minB=-10, maxB=10, minDenominator=1, maxDenominator=6
):
def generateEquationString(m, b):
"""
Generates an equation given the slope and intercept.
It handles cases where m is fractional.
It also ensures that we don't have weird signs such as y = mx + -b.
"""
if m[1] == 1:
m = m[0]
else:
m = f"{m[0]}/{m[1]}"
base = f"y = {m}x"
if b > 0:
return f"{base} + {b}"
elif b < 0:
return f"{base} - {b * -1}"
else:
return base
def fractionToString(x):
"""
Converts the given fractions.Fraction into a string.
"""
if x.denominator == 1:
x = x.numerator
else:
x = f"{x.numerator}/{x.denominator}"
return x
m1 = (random.randint(minM, maxM), random.randint(minDenominator, maxDenominator))
m2 = (random.randint(minM, maxM), random.randint(minDenominator, maxDenominator))
b1 = random.randint(minB, maxB)
b2 = random.randint(minB, maxB)
equation1 = generateEquationString(m1, b1)
equation2 = generateEquationString(m2, b2)
problem = "Find the point of intersection of the two lines: "
problem += f"{equation1} and {equation2}"
m1 = fractions.Fraction(*m1)
m2 = fractions.Fraction(*m2)
# if m1 == m2 then the slopes are equal
# This can happen if both line are the same
# Or if they are parallel
# In either case there is no intersection
if m1 == m2:
solution = "No Solution"
else:
intersection_x = (b1 - b2) / (m2 - m1)
intersection_y = ((m2 * b1) - (m1 * b2)) / (m2 - m1)
solution = f"({fractionToString(intersection_x)}, {fractionToString(intersection_y)})"
return problem, solution
def permutationFunc(maxlength=20):
a = random.randint(10,maxlength)
b = random.randint(0,9)
solution= int(math.factorial(a)/(math.factorial(a-b)))
problem= "Number of Permutations from {} objects picked {} at a time = ".format(a,b)
return problem, solution
def vectorCrossFunc(minVal=-20, maxVal=20):
a = [random.randint(minVal, maxVal) for i in range(3)]
b = [random.randint(minVal, maxVal) for i in range(3)]
c = [a[1]*b[2] - a[2]*b[1],
a[2]*b[0] - a[0]*b[2],
a[0]*b[1] - a[1]*b[0]]
return str(a) + " X " + str(b) + " = ", str(c)
def compareFractionsFunc(maxVal=10):
a = random.randint(1, maxVal)
b = random.randint(1, maxVal)
c = random.randint(1, maxVal)
d = random.randint(1, maxVal)
while (a == b):
b = random.randint(1, maxVal)
while (c == d):
d = random.randint(1, maxVal)
first=a/b
second=c/d
if(first>second):
solution=">"
elif(first<second):
solution="<"
else:
solution="="
problem = f"Which symbol represents the comparison between {a}/{b} and {c}/{d}?"
return problem,solution
def simpleInterestFunc(maxPrinciple = 10000, maxRate = 10, maxTime = 10):
a = random.randint(1000, maxPrinciple)
b = random.randint(1, maxRate)
c = random.randint(1, maxTime)
d = (a*b*c)/100
problem = "Simple interest for a principle amount of " + str(a) +" dollars, " + str(b) + "% rate of interest and for a time period of " + str(c) + " years is = "
solution = round(d, 2)
return problem, solution
def matrixMultiplicationFunc(maxVal=100):
m= random.randint(2, 10)
n= random.randint(2, 10)
k= random.randint(2, 10)
#generate matrices a and b
a=[]
for r in range(m):
a.append([])
for c in range(n):
a[r].append(random.randint(-maxVal,maxVal))
b=[]
for r in range(n):
b.append([])
for c in range(k):
b[r].append(random.randint(-maxVal, maxVal))
res= []
a_string= matrixMultiplicationFuncHelper(a)
b_string= matrixMultiplicationFuncHelper(b)
for r in range(m):
res.append([])
for c in range(k):
temp= 0
for t in range(n):
temp+=a[r][t]*b[t][c]
res[r].append(temp)
problem= f"Multiply \n{a_string}\n and \n\n{b_string}" #consider using a, b instead of a_string, b_string if the problem doesn't look right
solution= matrixMultiplicationFuncHelper(res)
return problem, solution
def matrixMultiplicationFuncHelper(inp):
m= len(inp)
n= len(inp[0])
string= ""
for i in range(m):
for j in range(n):
string+=f"{inp[i][j]: 6d}"
string+=" "
string+="\n"
return string
def cubeRootFunc(minNo = 1, maxNo = 1000):
b = random.randint(minNo, maxNo)
a = b**(1/3)
problem = "cuberoot of " + str(b) + " upto 2 decimal places is:"
solution = str(round(a,2))
return problem, solution
def powerRuleIntegrationFunc(maxCoef = 10, maxExp = 10, maxTerms = 5):
numTerms = random.randint(1, maxTerms)
problem = ""
solution = ""
for i in range(numTerms):
if i > 0:
problem += " + "
solution += " + "
coefficient = random.randint(1, maxCoef)
exponent = random.randint(1, maxExp)
problem += str(coefficient) + "x^" + str(exponent)
solution += "("+str(coefficient) +"/"+str(exponent) +")x^" + str(exponent +1)
solution = solution + " + c"
return problem, solution
def fourthAngleOfQuadriFunc(maxAngle = 180):
angle1 = random.randint(1, maxAngle)
angle2 = random.randint(1, 240-angle1)
angle3 = random.randint(1, 340-(angle1 + angle2))
sum_ = angle1 + angle2 + angle3
angle4 = 360 - sum_
problem = f"Fourth angle of quadrilateral with angles {angle1} , {angle2}, {angle3} ="
solution = angle4
return problem, solution
def quadraticEquation(maxVal=100):
a = random.randint(1,maxVal)
c = random.randint(1,maxVal)
b = random.randint(round(math.sqrt(4*a*c))+1,round(math.sqrt(4*maxVal*maxVal)))
problem = "Zeros of the Quadratic Equation {}x^2+{}x+{}=0".format(a,b,c)
D = math.sqrt(b*b-4*a*c)
solution = str([round((-b+D)/(2*a), 2),round((-b-D)/(2*a), 2)])
return problem,solution
# || Class Instances
#Format is:
#<title> = Generator("<Title>", <id>, <generalized problem>, <generalized solution>, <function name>)
addition = Generator("Addition", 0, "a+b=", "c", additionFunc)
subtraction = Generator("Subtraction", 1, "a-b=", "c", subtractionFunc)
multiplication = Generator("Multiplication", 2, "a*b=", "c", multiplicationFunc)
division = Generator("Division", 3, "a/b=", "c", divisionFunc)
binaryComplement1s = Generator("Binary Complement 1s", 4, "1010=", "0101", binaryComplement1sFunc)
moduloDivision = Generator("Modulo Division", 5, "a%b=", "c", moduloFunc)
squareRoot = Generator("Square Root", 6, "sqrt(a)=", "b", squareRootFunc)
powerRuleDifferentiation = Generator("Power Rule Differentiation", 7, "nx^m=", "(n*m)x^(m-1)", powerRuleDifferentiationFunc)
square = Generator("Square", 8,"a^2", "b", squareFunc)
lcm = Generator("LCM (Least Common Multiple)", 9, "LCM of a and b = ", "c", lcmFunc)
gcd = Generator("GCD (Greatest Common Denominator)", 10, "GCD of a and b = ", "c", gcdFunc)
basicAlgebra = Generator("Basic Algebra", 11, "ax + b = c", "d", basicAlgebraFunc)
log = Generator("Logarithm", 12, "log2(8)", "3", logFunc)
intDivision = Generator("Easy Division", 13,"a/b=","c",divisionToIntFunc)
decimalToBinary = Generator("Decimal to Binary",14,"Binary of a=","b",DecimalToBinaryFunc)
binaryToDecimal = Generator("Binary to Decimal",15,"Decimal of a=","b",BinaryToDecimalFunc)
fractionDivision = Generator("Fraction Division", 16, "(a/b)/(c/d)=", "x/y", divideFractionsFunc)
intMatrix22Multiplication = Generator("Integer Multiplication with 2x2 Matrix", 17, "k * [[a,b],[c,d]]=", "[[k*a,k*b],[k*c,k*d]]", multiplyIntToMatrix22)
areaOfTriangle = Generator("Area of Triangle", 18, "Area of Triangle with side lengths a, b, c = ", "area", areaOfTriangleFunc)
doesTriangleExist = Generator("Triangle exists check", 19, "Does triangle with sides a, b and c exist?","Yes/No", isTriangleValidFunc)
midPointOfTwoPoint=Generator("Midpoint of the two point", 20,"((X1,Y1),(X2,Y2))=","((X1+X2)/2,(Y1+Y2)/2)",MidPointOfTwoPointFunc)
factoring = Generator("Factoring Quadratic", 21, "x^2+(x1+x2)+x1*x2", "(x-x1)(x-x2)", factoringFunc)
thirdAngleOfTriangle = Generator("Third Angle of Triangle", 22, "Third Angle of the triangle = ", "angle3", thirdAngleOfTriangleFunc)
systemOfEquations = Generator("Solve a System of Equations in R^2", 23, "2x + 5y = 13, -3x - 3y = -6", "x = -1, y = 3",
systemOfEquationsFunc)
distance2Point = Generator("Distance between 2 points", 24, "Find the distance between (x1,y1) and (x2,y2)","sqrt(distanceSquared)", distanceTwoPointsFunc)
pythagoreanTheorem = Generator("Pythagorean Theorem", 25, "The hypotenuse of a right triangle given the other two lengths a and b = ", "hypotenuse", pythagoreanTheoremFunc)
linearEquations = Generator("Linear Equations", 26, "2x+5y=20 & 3x+6y=12", "x=-20 & y=12", linearEquationsFunc) #This has multiple variables whereas #23 has only x and y
primeFactors = Generator("Prime Factorisation", 27, "Prime Factors of a =", "[b, c, d, ...]", primeFactorsFunc)
fractionMultiplication = Generator("Fraction Multiplication", 28, "(a/b)*(c/d)=", "x/y", multiplyFractionsFunc)
angleRegularPolygon = Generator("Angle of a Regular Polygon",29,"Find the angle of a regular polygon with 6 sides","120",regularPolygonAngleFunc)
combinations = Generator("Combinations of Objects",30, "Combinations available for picking 4 objects at a time from 6 distinct objects ="," 15", combinationsFunc)
factorial = Generator("Factorial", 31, "a! = ", "b", factorialFunc)
surfaceAreaCubeGen = Generator("Surface Area of Cube", 32, "Surface area of cube with side a units is","b units^2", surfaceAreaCube)
surfaceAreaCuboidGen = Generator("Surface Area of Cuboid", 33, "Surface area of cuboid with sides = a units, b units, c units is","d units^2", surfaceAreaCuboid)
surfaceAreaCylinderGen = Generator("Surface Area of Cylinder", 34, "Surface area of cylinder with height = a units and radius = b units is","c units^2", surfaceAreaCylinder)
volumeCubeGen = Generator("Volum of Cube", 35, "Volume of cube with side a units is","b units^3", volumeCube)
volumeCuboidGen = Generator("Volume of Cuboid", 36, "Volume of cuboid with sides = a units, b units, c units is","d units^3", volumeCuboid)
volumeCylinderGen = Generator("Volume of cylinder", 37, "Volume of cylinder with height = a units and radius = b units is","c units^3", volumeCylinder)
surfaceAreaConeGen = Generator("Surface Area of cone", 38, "Surface area of cone with height = a units and radius = b units is","c units^2", surfaceAreaCone)
volumeConeGen = Generator("Volume of cone", 39, "Volume of cone with height = a units and radius = b units is","c units^3", volumeCone)
commonFactors = Generator("Common Factors", 40, "Common Factors of {a} and {b} = ","[c, d, ...]",commonFactorsFunc)
intersectionOfTwoLines = Generator("Intersection of Two Lines", 41, "Find the point of intersection of the two lines: y = m1*x + b1 and y = m2*x + b2", "(x, y)", intersectionOfTwoLinesFunc)
permutations= Generator("Permutations",42, "Total permutations of 4 objects at a time from 10 objects is","5040", permutationFunc)
vectorCross = Generator("Cross Product of 2 Vectors", 43, "a X b = ", "c", vectorCrossFunc)
compareFractions=Generator("Compare Fractions",44,"Which symbol represents the comparison between a/b and c/d?",">/</=",compareFractionsFunc)
simpleInterest = Generator("Simple Interest", 45, "Simple interest for a principle amount of a dollars, b% rate of interest and for a time period of c years is = ", "d dollars", simpleInterestFunc)
matrixMultiplication = Generator("Multiplication of two matrices", 46, "Multiply two matrices A and B", "C", matrixMultiplicationFunc)
CubeRoot = Generator("Cube Root",47,"Cuberoot of a upto 2 decimal places is","b",cubeRootFunc)
powerRuleIntegration = Generator("Power Rule Integration", 48, "nx^m=", "(n/m)x^(m+1)", powerRuleIntegrationFunc)
fourthAngleOfQuadrilateral = Generator("Fourth Angle of Quadrilateral",49,"Fourth angle of Quadrilateral with angles a,b,c =","angle4",fourthAngleOfQuadriFunc)
quadraticEquationSolve = Generator("Quadratic Equation", 50, "Find the zeros {x1,x2} of the quadratic equation ax^2+bx+c=0", "x1,x2", quadraticEquation)