1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
#[cfg(test)]
mod tests {
#[test]
fn it_works() {
assert_eq!(2 + 2, 4);
}
}
pub struct ExponentialAverage {
beta: f32,
moment: f32,
pub value: f32,
t: i32
}
impl ExponentialAverage {
pub fn new() -> Self {
ExponentialAverage {
beta: 0.99,
moment: 0.,
value: 0.,
t: 0
}
}
pub fn update(&mut self, value: f32) {
self.t += 1;
self.moment = self.beta * self.moment + (1. - self.beta) * value;
self.value = self.moment / (f32::powi(1. - self.beta, self.t));
}
pub fn reset(&mut self) {
self.moment = 0.;
self.value = 0.;
self.t = 0;
}
}