ProjectCausal / discoveryProfitOps · in-house study 2026★ Featured
ProfitOps TCPFN
Temporal causal PFN for industrial process data
✓ProfitOps Inc.Apache-2.0
Use when you have continuous-process time-series data from a plant or industrial system and want one model that answers what drives what, what would happen if you changed a setpoint, and why a specific event occurred.
Sachs (F1)
0.725
v2.1 · discovery
PEHE
0.72
v3 · estimation
Tasks in one model
3
discovery · estimation · RCA