under construction (see tests)
approaching datastreams
Supported Data Sequences
sequence
- unweighted
- ≺ rolling | tiling | running ≻(fn, width, seq)
- weighted
- ≺ rolling | tiling | running ≻(fn, width, seq, weights)
multisequence
- unweighted
- ≺ rolling | tiling | running ≻(fn, width, seq1, seq2)
- ≺ rolling | tiling | running ≻(fn, width, seq1, seq2, seq3)
- weighted
- ≺ rolling | tiling | running ≻(fn, width, seq1, seq2, weighting)
- ≺ rolling | tiling | running ≻(fn, width, seq1, seq2, seq3, weighting)
| multisequence | signature | |
|---|---|---|
≺ rolling | tiling | running ≻(fn, width, rest...) | ||
rest are the remaining args, they follow width | ||
| unweighted | ||
| (seq1, seq2) | ||
| (seq1, seq2, seq3) | ||
| shared weights | ||
| (seq1, seq2, weights) | ||
| (seq1, seq2, seq3, weights) | ||
| unique weights | ||
| (seq1, seq2, [weights1, weights2]) | ||
| (seq1, seq2, seq3, [weights1, weights2, weights3]) | ||
matrix
- columns are data sequences
- each column is processed independently
- the windowed fn is applied columnwise
unweighted
- ≺ rolling | tiling | running ≻(fn, width, datamatrix)
weighted (shared weights)
- ≺ rolling | tiling | running ≻(fn, width, datamatrix, weights)
weighted (column weights)
- ≺ rolling | tiling | running ≻(fn, width, datamatrix, weightmatrix)