GitHub - anisul-islam-prog/STLFusingMLAlgorithms: ⚡ Short-term load forecasting using machine learning on the UK-DALE dataset. Predicts household power usage with scalable ML models.

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Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.idea		.idea
PlotFigures		PlotFigures
1. mainconcat.csv		1. mainconcat.csv
ConcateColumn.py		ConcateColumn.py
Decision Tree Regression with AdaBoost output.csv		Decision Tree Regression with AdaBoost output.csv
DecisionTreeRegressionWithAdaBoost.py		DecisionTreeRegressionWithAdaBoost.py
Linear Regression(k=15) output.csv		Linear Regression(k=15) output.csv
LinearRegression.py		LinearRegression.py
LinearRegressionWithoutWeatherAndHoliday.py		LinearRegressionWithoutWeatherAndHoliday.py
Nearest Neighbors Regression(k=15) output.csv		Nearest Neighbors Regression(k=15) output.csv
Nearest Neighbors Regression.py		Nearest Neighbors Regression.py
Plot Data.py		Plot Data.py
SVR Kernel Linear.py		SVR Kernel Linear.py
SVR Kernel Poly.py		SVR Kernel Poly.py
SVR Kernel RBF.py		SVR Kernel RBF.py
SVR.py		SVR.py
Scatter Plot.png		Scatter Plot.png
Support Vector Machine Regression(Kernel=Poly) output.csv		Support Vector Machine Regression(Kernel=Poly) output.csv
Support Vector Machine Regression(Kernel=RBF) output.csv		Support Vector Machine Regression(Kernel=RBF) output.csv
Support Vector Regression( Kernel Poly).png		Support Vector Regression( Kernel Poly).png
ToCSV.py		ToCSV.py
lstm_v1.1.py		lstm_v1.1.py
mainconcat_v1.csv		mainconcat_v1.csv
mainconcat_v100.csv		mainconcat_v100.csv
mainconcat_v2.csv		mainconcat_v2.csv
mainconcat_v3.csv		mainconcat_v3.csv
mainconcat_v4.csv		mainconcat_v4.csv
mainconcat_v5_withSlidingWindow.csv		mainconcat_v5_withSlidingWindow.csv
mainconcat_v6_WithoutWeather_WithHoliday.csv		mainconcat_v6_WithoutWeather_WithHoliday.csv
mainconcat_v7_WithWeather_WithOutHoliday.csv		mainconcat_v7_WithWeather_WithOutHoliday.csv
mainconcat_v8_Without.csv		mainconcat_v8_Without.csv
output.csv		output.csv
outputv2.csv		outputv2.csv
test.py		test.py