Skforecast simplifies time series forecasting with machine learning by providing: 🧩Seamless integrationwith any scikit-learn compatible regressor (e.g., LightGBM, XGBoost, CatBoost, etc.). 🔁Flexible workflowsthat allow for both single and multi-series forecasting. ...
函数概览 按类别列出的函数列表 参数和值类型 使用字符串运算符和通配符 财务函数选择提示 用于对值四舍五入的函数 接受条件和通配符作为参数的函数 数字函数 ABS CEILING COMBIN EVEN EXP FACT FACTDOUBLE FLOOR GCD INT LCM LN LOG LOG10 MOD MROUND
timePeriod public ForecastTimePeriod timePeriod() Get the timePeriod property: Has time period for pulling data for the forecast. Returns: the timePeriod value.timeframe public ForecastTimeframe timeframe() Get the timeframe property: The time frame for pulling data for the forecast. If custom,...
All forecasts share the same reference time. Fig. 8.3 gives an example of a product that has been created using all 52 forecasts. These graphs (called “plumes”) show the 10-day forecasts for Reading, United Kingdom, for three meteorological parameters (temperature at 850 hPa, total ...
As a developer, read this reference documentation to use the msdyn_ForecastApi custom action to retrieve and update forecasting data. You can also use this action to store forecast data from time to time, as a snapshot. You can then use the snapshot to compare the forecast data over time...
In order to predict the values of the three parameters more accurately, the gray prediction method in the gray system theory is used for analyzing the real-time data of a 350 MW unit in a power plant, and the mathematical model is established based on the gray model GM(1,1). The ...
ReferencePredictorSummary S3Config Schema SchemaAttribute Statistics SupplementaryFeature Tag TestWindowSummary TimeAlignmentBoundary TimeSeriesCondition TimeSeriesIdentifiers TimeSeriesReplacementsDataSource TimeSeriesSelector TimeSeriesTransformation WeightedQuantileLoss WhatIfAnalysisSummary WhatIfForecastExportSummary What...
reconciliation methods presented here. We want to highlight the work of Rob Hyndman, George Athanasopoulos, Shanika L. Wickramasuriya, Souhaib Ben Taieb, and Bonsoo Koo. For a full reference link, please visit the Reference section of thispaper. We encourage users to explore thisliterature ...
Returns a statistical value as a result of time series forecasting. Statistic type indicates which statistic is requested by this function. Syntax FORECAST.ETS.STAT(values, timeline, statistic_type, [seasonality], [data_completion], [aggregation]) ...
Reference Data Plane Overview Data Registry Geolocation Render Route Search Spatial Timezone Traffic Weather Overview Get Air Quality Daily Forecasts Get Air Quality Hourly Forecasts Get Current Air Quality Get Current Conditions Get Daily Forecast Get Daily Historical Actuals Get Daily Historical Normals...