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fix: align SeasonalNaive forecasts when len(y) < season_length

#1153Merged
Comparing
fix/seasonal-naive-short-series-alignment
(
40ebcef
) with
main
(
6c04d8e
)
CodSpeed Performance Gauge
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Untouched
38

Benchmarks

38 total
test_efficiency[ConstantModel]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+1%
56.3 µs55.8 µs
test_efficiency[CrostonOptimized]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+1%
300.1 µs297.6 µs
test_efficiency[TSB]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+1%
155.7 µs154.5 µs
test_efficiency[ZeroModel]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+1%
54.4 µs54 µs
test_efficiency[NaNModel]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+1%
53.8 µs53.4 µs
test_efficiency[CrostonClassic]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+1%
215 µs213.8 µs
test_efficiency[RandomWalkWithDrift]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+1%
92.6 µs92.1 µs
test_efficiency[CrostonSBA]
action_files/test_efficiency.py
CodSpeed Performance Gauge
0%
217.4 µs216.4 µs
test_efficiency[SimpleExponentialSmoothing]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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89.2 µs88.9 µs
test_efficiency[SeasonalExponentialSmoothingOptimized]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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477.3 µs475.9 µs
test_efficiency[SimpleExponentialSmoothingOptimized]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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135.6 µs135.2 µs
test_efficiency[AutoTheta]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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14.3 ms14.3 ms
test_efficiency[SeasonalExponentialSmoothing]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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364.5 µs363.7 µs
test_efficiency[ARIMA]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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3.9 ms3.9 ms
test_efficiency[Theta]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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4.8 ms4.8 ms
test_efficiency[DynamicOptimizedTheta]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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5.4 ms5.4 ms
test_efficiency[OptimizedTheta]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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5.4 ms5.4 ms
test_efficiency[SeasonalNaive]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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111.2 µs111 µs
test_efficiency[AutoARIMA]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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18 ms18 ms
test_efficiency[ARCH]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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20.5 ms20.4 ms
test_efficiency[WindowAverage]
action_files/test_efficiency.py
CodSpeed Performance Gauge
0%
120.6 µs120.5 µs
test_efficiency[IMAPA]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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333.8 µs333.5 µs
test_efficiency[MFLES]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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7.9 ms7.9 ms
test_efficiency[AutoRegressive]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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155 ms154.9 ms
test_efficiency[AutoMFLES]
action_files/test_efficiency.py
CodSpeed Performance Gauge
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132.4 ms132.3 ms

Commits

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Base
main
6c04d8e
+0.15%
Merge branch 'main' into fix/seasonal-naive-short-series-alignment
40ebcef
4 hours ago
by MMenchero
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