├── .env.example ├── .github ├── PULL_REQUEST_TEMPLATE.md ├── dependabot.yml └── workflows │ ├── code-quality-main.yaml │ ├── code-quality-pr.yaml │ └── test.yml ├── .gitignore ├── .pre-commit-config.yaml ├── Makefile ├── README.md ├── configs ├── callbacks │ ├── callbacks_gesture_diffusion.yaml │ ├── default.yaml │ ├── early_stopping.yaml │ ├── model_checkpoint.yaml │ ├── model_summary.yaml │ ├── none.yaml │ └── rich_progress_bar.yaml ├── datamodule │ ├── datamodule_gesture_generation.yaml │ └── mnist.yaml ├── debug │ ├── default.yaml │ ├── fdr.yaml │ ├── limit.yaml │ ├── overfit.yaml │ └── profiler.yaml ├── eval.yaml ├── experiment │ └── example.yaml ├── extras │ └── default.yaml ├── hparams_search │ └── mnist_optuna.yaml ├── hydra │ └── default.yaml ├── local │ └── .gitkeep ├── logger │ ├── comet.yaml │ ├── csv.yaml │ ├── many_loggers.yaml │ ├── mlflow.yaml │ ├── neptune.yaml │ ├── tensorboard.yaml │ └── wandb.yaml ├── model │ ├── gesture_diffusion_lightningmodule.yaml │ └── mnist.yaml ├── paths │ ├── default.yaml │ └── path_gesture_generation.yaml ├── train.yaml ├── train_gesture_generation.yaml └── trainer │ ├── cpu.yaml │ ├── ddp.yaml │ ├── ddp_sim.yaml │ ├── default.yaml │ ├── gpu.yaml │ └── mps.yaml ├── data └── .gitkeep ├── logs └── .gitkeep ├── notebooks └── .gitkeep ├── pyproject.toml ├── requirements.txt ├── screenShot └── GesturesData.png ├── scripts └── schedule.sh ├── setup.py ├── src ├── __init__.py ├── datamodules │ ├── __init__.py │ ├── components │ │ ├── __init__.py │ │ └── motion_data.py │ ├── gesture_datamodule.py │ └── mnist_datamodule.py ├── eval.py ├── models │ ├── __init__.py │ ├── components │ │ ├── TimeGradTrainingNetwork │ │ │ ├── distributions │ │ │ │ ├── __init__.py │ │ │ │ ├── implicit_quantile.py │ │ │ │ ├── piecewise_linear.py │ │ │ │ ├── utils.py │ │ │ │ └── zero_inflated.py │ │ │ ├── epsilon_theta.py │ │ │ ├── features │ │ │ ├── modules │ │ │ │ ├── __init__.py │ │ │ │ ├── act_norm.py │ │ │ │ ├── distribution_output.py │ │ │ │ ├── feature.py │ │ │ │ ├── flows.py │ │ │ │ ├── gaussian_diffusion.py │ │ │ │ ├── iqn_modules.py │ │ │ │ ├── permute2d.py │ │ │ │ ├── scaler.py │ │ │ │ └── thops.py │ │ │ ├── time_grad_network.py │ │ │ └── utils.py │ │ ├── __init__.py │ │ └── simple_dense_net.py │ ├── gesture_time_grad_module.py │ └── mnist_module.py ├── pymo │ ├── Pivots.py │ ├── Quaternions.py │ ├── __init__.py │ ├── data.py │ ├── features.py │ ├── parsers.py │ ├── preprocessing.py │ ├── rotation_tools.py │ ├── rotation_tools.py! │ ├── viz_tools.py │ └── writers.py ├── tasks │ ├── __init__.py │ ├── eval_task.py │ └── train_task.py ├── train.py ├── train_gesture_generation.py └── utils │ ├── __init__.py │ ├── pylogger.py │ ├── rich_utils.py │ └── utils.py └── tests ├── __init__.py ├── conftest.py ├── helpers ├── __init__.py ├── package_available.py ├── run_if.py └── run_sh_command.py ├── test_configs.py ├── test_eval.py ├── test_mnist_datamodule.py ├── test_sweeps.py └── test_train.py /.env.example: 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