RNN for state estimation with incomplete measurement in the grid File description Codes AdaptiveAR.py code for Adaptive AR method which is recently published https://link.springer.com/content/pdf/10.1186/s13634-019-0628-2.pdf. AIGridSensJoint_i2layer.py code of 2-layer RNN method, two IEKF: for weights and states. AIGridSensJoint_inverse.py code for 1-layer recurrent neural network, weights and states are learning through the two iterated extanded Kalman filters (separate) checkIterTUE_OnlineARMA.py code for estimation states based on ARMA model with online learning technique for parameters AIGridSensJoint.py -code with added neural network, states and weights should be changed!