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[FEAT] Deprecate Numba

#1099Merged
Comparing
feat/deprecate_numba
(
68314af
) with
main
(
65569e1
)
CodSpeed Performance Gauge
×4.6
Improvement
2
Untouched
4
New
32

Benchmarks

38 total
test_efficiency[AutoCES]
action_files/test_efficiency.py
CodSpeed Performance Gauge
×4.6
13.8 ms3 ms
test_efficiency[GARCH]
action_files/test_efficiency.py
CodSpeed Performance Gauge
+25%
27.2 ms21.8 ms
test_efficiency[NaNModel]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A57.5 µs
test_efficiency[MFLES]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A7.9 ms
test_efficiency[Naive]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A65.1 µs
test_efficiency[ARIMA]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A3.9 ms
test_efficiency[OptimizedTheta]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A5.4 ms
test_efficiency[RandomWalkWithDrift]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A94.3 µs
test_efficiency[MSTL]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A1.1 s
test_efficiency[SeasonalExponentialSmoothingOptimized]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A15.8 ms
test_efficiency[Theta]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A4.8 ms
test_efficiency[AutoMFLES]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A130.5 ms
test_efficiency[AutoRegressive]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A154.6 ms
test_efficiency[ARCH]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A19.9 ms
test_efficiency[ADIDA]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A909.6 µs
test_efficiency[AutoTBATS]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A8.6 s
test_efficiency[SimpleExponentialSmoothing]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A92.7 µs
test_efficiency[CrostonClassic]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A217.5 µs
test_efficiency[TSB]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A157.9 µs
test_efficiency[CrostonOptimized]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A1.2 ms
test_efficiency[IMAPA]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A932 µs
test_efficiency[ZeroModel]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A58.1 µs
test_efficiency[SimpleExponentialSmoothingOptimized]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A461.1 µs
test_efficiency[SeasonalExponentialSmoothing]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A368.4 µs
test_efficiency[WindowAverage]
action_files/test_efficiency.py
CodSpeed Performance Gauge
N/A
N/A124.7 µs

Commits

Click on a commit to change the comparison range
Base
main
65569e1
-46.51%
deprecate_numba
24ffad4
7 months ago
by elephaint
+12.5%
adress_issues
cfd836e
7 months ago
by elephaint
×2.5
improve_ces
5d1b3a4
7 months ago
by elephaint
+1.19%
add_benchmark
8b7aa6e
7 months ago
by elephaint
-15.38%
fix_minor_issues
474f46a
7 months ago
by elephaint
+0.84%
monkey_patch_test_m3
4640fae
7 months ago
by elephaint
-0.07%
fix_datasetsforecast
f3db280
7 months ago
by elephaint
+0.75%
fix_issues
05583ba
7 months ago
by elephaint
+4.4%
fix_eval_and_fix_ces
3a9f504
7 months ago
by elephaint
-0.1%
fix_efficiency_test
fc46026
7 months ago
by elephaint
+0.15%
fix_notebook_error
83b7687
7 months ago
by elephaint
×3.6
fix_issues
68314af
7 months ago
by elephaint
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