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intuitive_physics_CS281

File: partial_trajectory.py generates partial trajectories

The zip file contains 200 partial trajectories generated from partial_trajectory.py. Each trajectory has 8 partials

recon_img.zip contains reconstructions from naive loss function AE. Including loss fn plot.

guided_recon.zip contains reconstructions from loss with guidance from true parameters. Including loss fn plot.

rnn_AE.py is the script where loss is naive.

guided.py is the script where loss is guided by true parameters.

Update:

sliced_VAE.py is the script for RNN-VAE. Its reconstruction images are contained in the folder VAE. Comparison between reconstrucion using true parameters and original trajectories are in the folder "compare"

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  • Jupyter Notebook 96.0%
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