From ce05bd3b096ed3345e62b8f6a35947da76029253 Mon Sep 17 00:00:00 2001 From: Julien Herzen Date: Tue, 2 Feb 2021 21:00:41 +0100 Subject: [PATCH] removed todo file --- TODO.md | 35 ----------------------------------- 1 file changed, 35 deletions(-) delete mode 100644 TODO.md diff --git a/TODO.md b/TODO.md deleted file mode 100644 index bb063e8146..0000000000 --- a/TODO.md +++ /dev/null @@ -1,35 +0,0 @@ -# Forecasting -- seq2seq (https://www.youtube.com/watch?v=VYpAodcdFfA) - -# Regression -- Gaussian processes (http://www.gaussianprocess.org/gpml/chapters/RW2.pdf) -- Quantile regression forest - -# Backtesting -- Parameterize the moving window -- Track weights history in `backtest_regression()` - -# TimeSeries -- Multivariate TimeSeries -- Support categorical time series - -# TimeSeries Generation -The following could be useful TimeSeries: -- Time of day, day of week, week of month, month of year, etc -- Indicator variable for holidays (1 during holidays 0 else) in many regions -- Indicator for quarters - -# Metrics -- Correlation coefficient - -# Utils -- More data processing: moving average, filters, ... -- A function such as `checkresiduals()` used here https://otexts.com/fpp2/regression-evaluation.html - -# Vizualisation -- seasonal plots (incl polar) -- scatterplots (for multivariate) and scatterplot matrix - -# Others -- Collection of datasets -- Hierarchical reconciliation