Demo scripts
Kinematics Inference
Sampling from a Discrete Wiener Process Acceleration Model
Sampling from a Discrete Wiener Process Acceleration Model
Comparison between EM and gradient ascent for tracking a simulated mouse
Comparison between EM and gradient ascent for tracking a simulated mouse
Comparison between EM and gradient ascent for tracking a foraging mouse
Comparison between EM and gradient ascent for tracking a foraging mouse
Filtering of a foraging mouse trajectory with manual vs learned parameters
Filtering of a foraging mouse trajectory with manual vs learned parameters
Learning and Inference for Neural Latents
Learning and inference of latents with simple simulated data
Learning and inference of latents with simple simulated data
Learning and inference of latents with MC_MAZE_SMALL data
Learning and inference of latents with MC_MAZE_SMALL data
