├── .gitignore ├── LICENSE ├── README.md ├── assets ├── PLACEHOLDER.py ├── crossing_oscillation.png ├── pred_t.png ├── revised_tfm_fig1.png └── traj_concept.png ├── data └── toy_data.pkl ├── environment.yml ├── notebook └── 3Oscillation.ipynb └── src ├── conf ├── config.yaml ├── data │ ├── eICU.yaml │ ├── eICU_ablated.yaml │ ├── eICU_multdim.yaml │ └── mimic_liver.yaml ├── model │ ├── cfm.yaml │ ├── fm.yaml │ ├── latentODE.yaml │ ├── ode.yaml │ ├── ode_256.yaml │ ├── sde.yaml │ ├── sde_256.yaml │ ├── tfm_ablated_size_memory_uncertainty.yaml │ ├── tfm_ablated_uncertainty.yaml │ ├── tfm_ode.yaml │ ├── tfm_ode_ablated_size_memory_uncertainty.yaml │ ├── tfm_ode_ablated_uncertainty.yaml │ └── tfm_sde.yaml ├── perturb_config.yaml └── trainer.yaml ├── data └── datamodule.py ├── main.py ├── model ├── FM_baseline.py ├── base_models.py ├── cfm_baseline.py ├── components │ ├── grad_util.py │ ├── mlp.py │ ├── positional_encoding.py │ └── sde_func_solver.py ├── latent_ode.py ├── mlp_memory.py ├── mlp_noise.py └── ode_baseline.py └── utils ├── latent_ode_utils.py ├── loss.py ├── metric_calc.py ├── mmd.py ├── sde.py ├── visualize.py └── wrapper.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nZhangx/TrajectoryFlowMatching/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nZhangx/TrajectoryFlowMatching/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/nZhangx/TrajectoryFlowMatching/HEAD/README.md -------------------------------------------------------------------------------- /assets/PLACEHOLDER.py: 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