Created
November 13, 2020 02:08
-
-
Save teebu/3b40e72e43e9e9fe15d232ed241cafea to your computer and use it in GitHub Desktop.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import numpy as np | |
import matplotlib.pyplot as plt | |
from math import exp, log | |
def getGaussDecayValue(value,origin,scale,decay,offset=0): | |
# does this work? | |
z = -1*(scale**2)/(2*log(decay)) | |
a = (-1* (max(0, abs(value - origin) - offset)**2)) | |
value = exp(a/2*z) | |
return value | |
def getExpDecayValue(value, origin, scale, decay, offset=0): | |
z = log(decay) / scale | |
value = exp(z * max(0, abs(value - origin) - offset)) | |
return value | |
def getDecayValue(type, value, origin, scale, decay, offset=0): | |
if type == 'exp': | |
return getExpDecayValue(value, origin, scale, decay, offset) | |
else: | |
return getGaussDecayValue(value, origin, scale, decay, offset) | |
def getApproachValue(type, value, bar, scale, decay, offset=0): | |
v = getDecayValue(type, value, 0, scale, decay, offset) | |
return (bar - (bar * v)) / bar | |
plt.axis([0, 100, 0, 1]) | |
x = [] | |
y = [] | |
for score in range(0, 100, 5): | |
# what does bar do? | |
val = getApproachValue('exp', score, 10, 40, 0.20, 0) | |
print(score, '\t', val) | |
x.append(score) | |
y.append(val) | |
plt.plot(x, y) | |
plt.show() |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment