Table 1 Comparison of the related methods
From: D3GRN: a data driven dynamic network construction method to infer gene regulatory networks
bLARS | SINDy | ARNI | D3GRN | |
|---|---|---|---|---|
Formal function decomposition | × | ✓ | ✓ | ✓ |
Sparse group constraints | ✓ | × | ✓ | ✓ |
Network based construction | ✓ | × | × | ✓ |