One can always go directly to Github to view the actual code for any factors. In this case, the code for the RSI
factor can be found here and is
class RSI(SingleInputMixin, CustomFactor):
"""
Relative Strength Index
**Default Inputs**: :data:`zipline.pipeline.data.EquityPricing.close`
**Default Window Length**: 15
"""
window_length = 15
inputs = (EquityPricing.close,)
window_safe = True
def compute(self, today, assets, out, closes):
diffs = diff(closes, axis=0)
ups = nanmean(clip(diffs, 0, inf), axis=0)
downs = abs(nanmean(clip(diffs, -inf, 0), axis=0))
return evaluate(
"100 - (100 / (1 + (ups / downs)))",
local_dict={'ups': ups, 'downs': downs},
global_dict={},
out=out,
)
The discrepancy you are seeing probably stems from using a window_length=2
. The common RSI definition uses the past 14 days price differences or a window_length=15
(need one more day to get 14 days of differences). This is the default. The other small issue is the Quantopian implementation uses the mean of the differences while some sources use the exponentially weighted mean.
Hope that helps.
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