├── .gitignore ├── .pre-commit-config.yaml ├── .root ├── README.md ├── config ├── data │ ├── alongtrack.yaml │ └── natl60.yaml ├── download.yaml ├── experiment │ └── experiment_dc20a.yaml ├── geoprocess │ ├── geoprocess_dc20a.yaml │ ├── geoprocess_dc21a.yaml │ ├── geoprocess_natl60.yaml │ ├── latitude.yaml │ ├── longitude.yaml │ └── time.yaml ├── logger │ └── wandb.yaml ├── main.yaml ├── model │ ├── encoder │ │ └── default.yaml │ └── network │ │ └── siren.yaml ├── optimizer │ └── default.yaml ├── paths │ ├── default.yaml │ └── local.yaml ├── preprocess.yaml ├── preprocess │ ├── preprocess_dc20a.yaml │ └── preprocess_dc21a.yaml ├── scheduler │ └── default.yaml ├── stage │ ├── evaluate.yaml │ └── geopreprocess.yaml ├── train.yaml ├── train_more.yaml └── viz.yaml ├── data ├── .gitkeep ├── README.md ├── dl_dc21a.py ├── dl_dc21a.sh ├── dl_dc21a_results.sh ├── dl_qg.py └── dl_qg.sh ├── environments ├── jax.yaml ├── pytorch.yaml ├── torch_linux.yaml └── torch_macos.yaml ├── experiments ├── dc20a │ ├── .local │ ├── README.md │ ├── configs │ │ ├── config.py │ │ └── config_local.py │ ├── data.py │ ├── evaluation.py │ ├── experiment.py │ ├── inference.py │ ├── main.py │ ├── metrics.py │ ├── plots.py │ ├── scripts │ │ ├── data │ │ │ └── dl_meom.sh │ │ ├── jeanzay │ │ │ ├── jz_cpu_100h.sh │ │ │ ├── preprocess.sh │ │ │ ├── sbatch │ │ │ │ ├── train_a100.sh │ │ │ │ ├── train_v100_nadir4.sh │ │ │ │ └── train_v100_swot1nadir5.sh │ │ │ ├── srun_gpu.sh │ │ │ ├── train.sh │ │ │ └── train_subset.sh │ │ └── local │ │ │ ├── inference.sh │ │ │ ├── metrics.sh │ │ │ ├── test_preprocess.sh │ │ │ ├── test_train.sh │ │ │ ├── test_train_more.sh │ │ │ ├── train.sh │ │ │ └── viz.sh │ ├── train.py │ ├── train_more.py │ ├── utils.py │ └── viz.py ├── dc21a │ ├── .local │ ├── README.md │ ├── assets │ │ ├── movie_field_baseline.gif │ │ ├── movie_field_baseline_grad.gif │ │ ├── movie_field_baseline_lap.gif │ │ ├── movie_field_duacs.gif │ │ ├── movie_field_duacs_grad.gif │ │ ├── movie_field_duacs_lap.gif │ │ ├── movie_obs.gif │ │ ├── predictions_grad_siren.gif │ │ ├── predictions_laplacian_siren.gif │ │ └── predictions_siren.gif │ ├── configs │ │ └── config.py │ ├── data.py │ ├── inference.py │ ├── main.py │ ├── scripts │ │ ├── jz │ │ │ ├── dc21a_overfit.sh │ │ │ └── dc21a_smoke_test.sh │ │ ├── local │ │ │ ├── data.sh │ │ │ ├── inference.sh │ │ │ ├── preprocess.sh │ │ │ └── train.sh │ │ └── slurm │ │ │ ├── dc21a_overfit.sh │ │ │ ├── dc21a_smoke_test.sh │ │ │ ├── dc21a_smoke_test_multi_gpu.sh │ │ │ ├── jz16_100h.sh │ │ │ ├── jz16_100h_overfit.sh │ │ │ └── jz16_20h_overfit.sh │ ├── train.py │ └── utils.py ├── dc21a_old │ ├── .local │ ├── README.md │ ├── assets │ │ ├── movie_field_baseline.gif │ │ ├── movie_field_baseline_grad.gif │ │ ├── movie_field_baseline_lap.gif │ │ ├── movie_field_duacs.gif │ │ ├── movie_field_duacs_grad.gif │ │ ├── movie_field_duacs_lap.gif │ │ ├── movie_obs.gif │ │ ├── predictions_grad_siren.gif │ │ ├── predictions_laplacian_siren.gif │ │ └── predictions_siren.gif │ ├── callbacks.py │ ├── config.py │ ├── configs │ │ └── config_v2.py │ ├── data.py │ ├── losses.py │ ├── main.py │ ├── models.py │ ├── optimizers.py │ ├── scripts │ │ ├── siren_jz.sh │ │ ├── siren_jz_mgpu.sh │ │ ├── siren_mac.old.sh │ │ ├── siren_mac.sh │ │ └── siren_mac_more.sh │ ├── scripts_v2 │ │ ├── jz │ │ │ ├── dc21a_overfit.sh │ │ │ └── dc21a_smoke_test.sh │ │ ├── local │ │ │ ├── data.sh │ │ │ └── exp.sh │ │ └── slurm │ │ │ ├── dc21a_overfit.sh │ │ │ ├── dc21a_smoke_test.sh │ │ │ ├── dc21a_smoke_test_multi_gpu.sh │ │ │ ├── jz16_100h.sh │ │ │ ├── jz16_100h_overfit.sh │ │ │ └── jz16_20h_overfit.sh │ ├── slurm │ │ ├── siren_jz16_100h.sh │ │ ├── siren_jz16_mgpu.sh │ │ └── siren_jz32.sh │ ├── train.old.py │ ├── train.py │ ├── train_mac.py │ ├── train_more.py │ ├── train_v2.py │ └── utils.py ├── download.py ├── download │ ├── dc20a.py │ └── main.py ├── preprocess.py └── qg │ ├── README.md │ ├── assets │ ├── obs_p_movie.gif │ ├── p_movie.gif │ ├── siren_grad.gif │ ├── siren_lap.gif │ └── siren_pred.gif │ ├── configs │ ├── config.py │ └── config_image.py │ ├── figures.py │ ├── losses.py │ ├── main.py │ ├── scripts │ ├── jz │ │ ├── image_exp.sh │ │ ├── image_smoke_test.sh │ │ └── sim_smoke_test.sh │ ├── local │ │ ├── image_exp.sh │ │ └── sim_exp.sh │ └── slurm │ │ ├── abalation │ │ └── qg_simple_128.sh │ │ ├── image_jz16_100h.sh │ │ ├── image_jz16_20h.sh │ │ ├── sim_jz16_100h.sh │ │ └── sim_jz16_20h.sh │ ├── train.py │ ├── train_image.py │ ├── trainer.py │ └── utils.py ├── experiments_v2 ├── download.py ├── geoprocess.py ├── main.py ├── ppreprocess │ └── dc20a.py ├── preprocess.py └── train.py ├── figures └── dc21a │ ├── movie_dc21a_ssh_duacs.gif │ ├── movie_dc21a_ssh_obs.gif │ └── movie_dc21a_ssh_oi.gif ├── inr4ssh ├── __init__.py └── _src │ ├── __init__.py │ ├── callbacks │ ├── __init__.py │ ├── utils.py │ └── wandb_callbacks.py │ ├── data │ ├── __init__.py │ ├── dc20a.json │ ├── dc21a.json │ ├── dc21a.py │ ├── dc22b.py │ ├── dc23a.py │ ├── images.py │ ├── natl60.py │ ├── qg.py │ ├── ssh_obs.py │ └── utils.py │ ├── datamodules │ ├── __init__.py │ ├── dc20a.py │ ├── dc21a.py │ ├── dc22b.py │ ├── dc23a.py │ ├── images.py │ ├── qg.py │ ├── qg_sim.py │ ├── test_images.py │ └── utils.py │ ├── datasets │ ├── __init__.py │ ├── alongtrack.py │ └── utils.py │ ├── dc21a.py │ ├── features.py │ ├── features │ ├── __init__.py │ ├── coords.py │ ├── data_struct.py │ ├── spatial.py │ └── temporal.py │ ├── files.py │ ├── geoprocess │ ├── __init__.py │ ├── coords.py │ ├── resample.py │ ├── sort.py │ └── subset.py │ ├── interp.py │ ├── io.py │ ├── logging │ ├── __init__.py │ └── wandb.py │ ├── losses │ ├── __init__.py │ ├── mse.py │ └── qg.py │ ├── metrics │ ├── __init__.py │ ├── alongtrack.py │ ├── field │ │ ├── __init__.py │ │ ├── psd.py │ │ └── stats.py │ ├── interp.py │ ├── psd.py │ ├── stats.py │ └── types.py │ ├── models │ ├── __init__.py │ ├── activations.py │ ├── distributions.py │ ├── encoders.py │ ├── ffn.py │ ├── image.py │ ├── mfn.py │ ├── mlp.py │ ├── models_factory.py │ ├── operators.py │ ├── siren.py │ ├── temporal.py │ └── utils.py │ ├── operators │ ├── __init__.py │ ├── boundaries.py │ ├── differential.py │ ├── differential_simp.py │ ├── finite_diff.py │ └── ssh.py │ ├── paths.py │ ├── postprocess │ ├── __init__.py │ └── ssh_obs.py │ ├── preprocess │ ├── __init__.py │ ├── alongtrack.py │ ├── coords.py │ ├── data_struct.py │ ├── grid.py │ ├── missing.py │ ├── obs.py │ ├── regrid.py │ ├── spatial.py │ ├── split.py │ ├── subset.py │ └── swot.py │ ├── trainers │ ├── __init__.py │ ├── lr_schedulers.py │ ├── nerf.py │ └── optimizers.py │ ├── transforms │ ├── __init__.py │ ├── dataset.py │ ├── spatial.py │ └── utils.py │ ├── utils │ ├── __init__.py │ └── tracking.py │ └── viz │ ├── __init__.py │ ├── movie.py │ ├── obs │ └── __init__.py │ └── psd │ ├── __init__.py │ ├── isotropic.py │ ├── psd.py │ └── spacetime.py ├── notebooks ├── config.yaml ├── data │ ├── viz_dc21a.ipynb │ └── viz_qg.ipynb ├── demos │ ├── demo_siren.ipynb │ ├── demo_siren_modulated.ipynb │ ├── image_regression.ipynb │ ├── image_regression_pinns.ipynb │ ├── image_regression_prob.ipynb │ ├── qg_sim.ipynb │ ├── qg_sim_pinns.ipynb │ └── qg_sim_prob.ipynb ├── dev │ ├── dc23a_ose │ │ └── 1_data.ipynb │ ├── demo_dc21a.ipynb │ ├── demo_dc21a_inf.ipynb │ ├── demo_dc21a_inf_pl.ipynb │ ├── demo_svgp-Copy1.ipynb │ ├── experimental │ │ ├── qg_sim │ │ │ ├── 1_nerf_qg_stream.ipynb │ │ │ ├── 1a_nerf_qg_stream_refactored-Copy1.ipynb │ │ │ ├── 2_nerf_qg_stream_inference.ipynb │ │ │ ├── 3_nerf_qg_image.ipynb │ │ │ ├── README.md │ │ │ ├── config_1.py │ │ │ └── test.py │ │ └── ssh_variables.ipynb │ ├── ose_2021b │ │ ├── 1_data_.ipynb │ │ └── 5.3_analysis_psd_iso.ipynb │ ├── osse_2020a │ │ ├── 1_data_.ipynb │ │ ├── 2.1_data_module.ipynb │ │ ├── 2_dataset.ipynb │ │ ├── 3.1_model.ipynb │ │ ├── 3.2_model.ipynb │ │ ├── 3_model.ipynb │ │ ├── 4_inf.ipynb │ │ ├── 5.1_analysis_stats.ipynb │ │ ├── 5.2_analysis_psd.ipynb │ │ ├── 5.3_analysis_psd_iso.ipynb │ │ └── 5_analysis_dist.ipynb │ └── osse_2022b │ │ └── 1_data.ipynb ├── papers │ └── nerf4ssh_2023 │ │ ├── exp1_osse_natl60 │ │ ├── fig_dc20a_density.ipynb │ │ ├── fig_dc20a_psd_iso.ipynb │ │ ├── fig_dc20a_psd_spatiotemporal.ipynb │ │ └── fig_dc20a_stats.ipynb │ │ └── exp2_ose_alt │ │ ├── fig_dc21a_data.ipynb │ │ ├── fig_dc21a_density.ipynb │ │ ├── fig_dc21a_psd_iso_alongtrack.ipynb │ │ ├── fig_dc21a_psd_iso_grid.ipynb │ │ └── fig_dc21a_psd_spatiotemporal.ipynb └── tips_n_tricks │ ├── learning_rate.ipynb │ └── spatiotemporal_features.ipynb └── old ├── expv0 └── dc_2021b │ ├── .local │ ├── data.py │ ├── demo_gp_torch.py │ ├── demo_siren.py │ ├── demo_siren_torch.py │ ├── demo_svgp.py │ ├── demo_svgp_torch.py │ ├── evaluation.py │ ├── features.py │ ├── logger.py │ ├── loss.py │ ├── losses │ └── gp_torch.py │ ├── model.py │ ├── models │ ├── gp_tf.py │ ├── gp_torch.py │ └── siren_torch.py │ ├── notebooks │ ├── Untitled.ipynb │ ├── demo_baseline.ipynb │ ├── demo_gp.ipynb │ ├── gp │ │ ├── demo_gp_torch.ipynb │ │ └── demo_gp_torch_eval.ipynb │ ├── siren │ │ ├── demo_siren.ipynb │ │ ├── demo_siren_eval.ipynb │ │ ├── demo_siren_torch.ipynb │ │ └── demo_siren_torch_eval.ipynb │ └── svgp │ │ ├── demo_svgp.ipynb │ │ ├── demo_svgp_torch.ipynb │ │ └── demo_svgp_torch_eval.ipynb │ ├── optimizer.py │ ├── optimizers │ ├── LBFGS.py │ └── gp_torch.py │ ├── postprocess.py │ ├── preprocess.py │ ├── slurm_scripts │ ├── demo_jaxsiren_cal1.sh │ ├── demo_siren_jz16.sh │ ├── demo_siren_jz32.sh │ ├── demo_siren_jz_cpu.sh │ ├── demo_svgp.sh │ ├── demo_svgp_cal1.sh │ ├── demo_torchgp_jz32.sh │ ├── demo_torchsiren_cal1.sh │ ├── demo_torchsiren_jz32.sh │ ├── demo_torchsvgp_cal1.sh │ └── demo_torchsvgp_jz32.sh │ ├── smoke_test.py │ ├── split.py │ ├── train.py │ └── viz.py ├── psd.py ├── stats.py ├── utils.py └── viz.py /.gitignore: -------------------------------------------------------------------------------- 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