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2 changes: 1 addition & 1 deletion nbs/docs/experiments/ETS_ray_m5.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -177,7 +177,7 @@
"id": "9a3065dc-a8f5-4ad0-be2a-39d5330d4369",
"metadata": {},
"source": [
"Since the M5 dataset contains intermittent time series, we add a constant to avoid problems during the training phase. Later, we will substract the constant from the forecasts."
"Since the M5 dataset contains intermittent time series, we add a constant to avoid problems during the training phase. Later, we will subtract the constant from the forecasts."
]
},
{
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2 changes: 1 addition & 1 deletion nbs/docs/tutorials/ElectricityPeakForecasting.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -478,7 +478,7 @@
"metadata": {},
"source": [
":::{.callout-important}\n",
"When using `cross_validation` make sure the forecasts are produced at the desired timestamps. Check the `cutoff` column which specifices the last timestamp before the forecasting window.\n",
"When using `cross_validation` make sure the forecasts are produced at the desired timestamps. Check the `cutoff` column which specifies the last timestamp before the forecasting window.\n",
":::"
]
},
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