This repository contains the implementation details and experimental results from the Attentive Neural Process (AttNP), Deep Kalman Filter (DKF), and LSTM-based Physics-Informed Neural Network (PINN-LSTM) quadrotor state estimation algorithms used in the paper titled Data-Driven State Estimation of Uncertain Nonlinear Dynamics Using Neural Processes.