├── .gitignore ├── .python-version ├── LICENSE.txt ├── README.md ├── README_cn.md ├── apps ├── __init__.py ├── arche-act │ ├── .gitignore │ ├── .style.yapf │ ├── Makefile │ ├── README.md │ ├── apps │ │ ├── agents │ │ │ ├── README.md │ │ │ ├── agents_mixact.py │ │ │ ├── test │ │ │ │ ├── test_agents.py │ │ │ │ └── test_text_utils.py │ │ │ └── text_utils.py │ │ ├── common │ │ │ ├── auto_zip.py │ │ │ └── test │ │ │ │ ├── test_archive_1.zip │ │ │ │ └── test_auto_zip.py │ │ ├── data_explorer │ │ │ ├── .gitignore │ │ │ ├── README.md │ │ │ ├── data_explorer.py │ │ │ ├── downloader.py │ │ │ ├── loader.py │ │ │ └── test │ │ │ │ ├── test_data_explorer.py │ │ │ │ └── test_loader.py │ │ └── dilemma │ │ │ ├── database_connection.py │ │ │ ├── dilemma.py │ │ │ └── requirements.txt │ ├── arche │ │ ├── __init__.py │ │ ├── agents │ │ │ ├── __init__.py │ │ │ ├── assistant_agent.py │ │ │ ├── base.py │ │ │ ├── chat_agent.py │ │ │ ├── critic_agent.py │ │ │ ├── embodied_agent.py │ │ │ ├── task_agent_arche.py │ │ │ └── tool_agents │ │ │ │ ├── __init__.py │ │ │ │ ├── base.py │ │ │ │ └── hugging_face_tool_agent.py │ │ ├── configs.py │ │ ├── functions │ │ │ ├── __init__.py │ │ │ ├── data_io_functions.py │ │ │ ├── eb_function.py │ │ │ ├── math_functions.py │ │ │ ├── openai_function.py │ │ │ └── search_functions.py │ │ ├── generators.py │ │ ├── human.py │ │ ├── messages │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ └── func_message.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── base_model.py │ │ │ ├── eb_model.py │ │ │ ├── model_factory.py │ │ │ ├── open_source_model.py │ │ │ ├── openai_model.py │ │ │ └── stub_model.py │ │ ├── prompts │ │ │ ├── __init__.py │ │ │ ├── base.py │ │ │ ├── code.py │ │ │ ├── prompt_templates.py │ │ │ ├── solution_extraction.py │ │ │ ├── task_prompt_template.py │ │ │ └── travel_assistant.py │ │ ├── societies │ │ │ ├── __init__.py │ │ │ └── role_playing_arche.py │ │ ├── typing.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── functions.py │ │ │ ├── python_interpreter.py │ │ │ └── token_counting.py │ ├── ci.yml │ ├── data │ │ └── travel_assistant │ │ │ ├── assistant_agents.txt │ │ │ ├── assistant_roles.txt │ │ │ └── user_roles.txt │ ├── docs │ │ ├── Makefile │ │ ├── README.md │ │ ├── arche.agents.rst │ │ ├── arche.agents.tool_agents.rst │ │ ├── arche.functions.rst │ │ ├── arche.messages.rst │ │ ├── arche.models.rst │ │ ├── arche.prompts.rst │ │ ├── arche.rst │ │ ├── arche.societies.rst │ │ ├── arche.utils.rst │ │ ├── conf.py │ │ ├── get_started │ │ │ ├── code_prompt.md │ │ │ ├── messages.md │ │ │ └── text_prompt.md │ │ ├── index.rst │ │ ├── make.bat │ │ └── modules.rst │ ├── misc │ │ ├── archeact_framework.png │ │ ├── br_logo.png │ │ └── demo_showcase.gif │ └── pyproject.toml ├── cwatcher │ ├── README.md │ ├── __init__.py │ ├── cwatcher.py │ ├── eval.py │ └── train.py └── wpf_baseline_gru │ ├── README.md │ ├── __init__.py │ ├── common.py │ ├── evaluation.py │ ├── kddcup22-sdwpf-evaluation │ ├── README.md │ ├── __init__.py │ ├── data │ │ └── sdwpf_baidukddcup2022_test_toy │ │ │ ├── test_x.zip │ │ │ └── test_y.zip │ ├── paddlepaddle │ │ ├── __init__.py │ │ ├── evaluation.py │ │ ├── metrics.py │ │ ├── test_data.py │ │ └── tests │ │ │ └── test-1.zip │ ├── preinstalled-pkgs │ │ ├── base_env_installed_packages.md │ │ ├── paddlepaddle_env_installed_packages.md │ │ ├── pytorch_env_installed_packages.md │ │ └── tensorflow_env_installed_packages.md │ └── runtime-installed-pkgs │ │ ├── base.md │ │ ├── paddle.md │ │ ├── pytorch.md │ │ └── tensorflow.md │ ├── metrics.py │ ├── model.py │ ├── predict.py │ ├── prepare.py │ ├── train.py │ └── wind_turbine_data.py ├── ci.yml ├── developer_guide.md ├── docs ├── CHANGELOG.md ├── Makefile ├── api_doc │ └── api.rst ├── conf.py ├── developer.rst ├── imgs │ ├── paddlespatial.png │ ├── ps_framework_cn.png │ └── ps_framework_en.png ├── index.rst ├── installation.rst ├── make.bat ├── readme.rst └── tutorials.rst ├── installation_guide.md ├── paddlespatial ├── __init__.py ├── __main__.py ├── cmdline.py ├── datasets │ ├── AirDelay │ │ ├── README.md │ │ └── air_delay.csv │ ├── WindPower │ │ └── wind.csv │ └── __init__.py ├── demo.py ├── modelzoo │ ├── __init__.py │ ├── road_representation │ │ ├── ChebConv.py │ │ ├── DeepWalk.py │ │ ├── GeomGCN.py │ │ ├── LINE.py │ │ ├── __init__.py │ │ ├── config.json │ │ ├── data │ │ │ └── bj_roadmap_edge │ │ │ │ ├── bj_roadmap_edge.geo │ │ │ │ ├── bj_roadmap_edge.rel │ │ │ │ └── config.json │ │ ├── dataset.py │ │ ├── main.py │ │ ├── normalization.py │ │ ├── readme.md │ │ ├── requirements.txt │ │ ├── trainer.py │ │ └── util.py │ └── timeseries │ │ └── __init__.py ├── networks │ ├── __init__.py │ ├── sagnn.py │ └── vmrgae │ │ ├── README │ │ ├── __init__.py │ │ ├── agcn.py │ │ ├── data │ │ └── NYC-taxi │ │ │ ├── green_data.npy │ │ │ ├── test_data.npy │ │ │ ├── train_data.npy │ │ │ └── val_data.npy │ │ ├── dgcn.py │ │ ├── eval.py │ │ ├── model.py │ │ ├── train.py │ │ └── utils.py ├── tests │ └── __init__.py ├── tools │ └── genregion │ │ ├── LICENSE.txt │ │ ├── README.md │ │ ├── build │ │ └── lib │ │ │ └── genregion │ │ │ ├── __init__.py │ │ │ ├── generate │ │ │ ├── __init__.py │ │ │ └── gen │ │ │ │ ├── __init__.py │ │ │ │ ├── algorithm.py │ │ │ │ ├── cluster.py │ │ │ │ ├── generator.py │ │ │ │ ├── regionalg.py │ │ │ │ └── segspliter.py │ │ │ └── region │ │ │ ├── __init__.py │ │ │ ├── error.py │ │ │ └── geometry.py │ │ ├── dist │ │ ├── genregion-0.0.1-py3-none-any.whl │ │ ├── genregion-0.0.1.tar.gz │ │ ├── genregion-0.0.2-py3-none-any.whl │ │ └── genregion-0.0.2.tar.gz │ │ ├── genregion.egg-info │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ ├── requires.txt │ │ └── top_level.txt │ │ ├── genregion │ │ ├── __init__.py │ │ ├── generate │ │ │ ├── __init__.py │ │ │ └── gen │ │ │ │ ├── __init__.py │ │ │ │ ├── algorithm.py │ │ │ │ ├── cluster.py │ │ │ │ ├── generator.py │ │ │ │ ├── regionalg.py │ │ │ │ └── segspliter.py │ │ └── region │ │ │ ├── __init__.py │ │ │ ├── error.py │ │ │ └── geometry.py │ │ ├── requirements.txt │ │ ├── result │ │ ├── beijing_links.png │ │ ├── beijing_polygons.png │ │ ├── newyork_links.png │ │ └── newyork_polygons.png │ │ └── setup.py └── utils │ └── __init__.py ├── requirements.txt ├── research ├── Conformer │ ├── LICENSE │ ├── README.md │ ├── data │ │ ├── __init__.py │ │ └── data_loader.py │ ├── exp │ │ ├── __init__.py │ │ ├── exp_Model.py │ │ └── exp_basic.py │ ├── figure │ │ └── frame.jpg │ ├── models │ │ ├── __init__.py │ │ ├── attn.py │ │ ├── decoder.py │ │ ├── embed.py │ │ ├── encoder.py │ │ └── model.py │ ├── requirements.txt │ ├── train.py │ └── utils │ │ ├── __init__.py │ │ ├── masking.py │ │ ├── metrics.py │ │ ├── timefeatures.py │ │ ├── tools.py │ │ └── utils.py ├── D3VAE │ ├── LICENSE │ ├── README.md │ ├── data_load │ │ └── data_loader.py │ ├── exp │ │ ├── exp_basic.py │ │ └── exp_model.py │ ├── fig │ │ ├── framework.png │ │ ├── res.png │ │ └── uncert.png │ ├── main.py │ ├── model │ │ ├── diffusion_process.py │ │ ├── embedding.py │ │ ├── encoder.py │ │ ├── model.py │ │ ├── neural_operations.py │ │ ├── resnet.py │ │ └── utils.py │ ├── requirements.txt │ └── utils │ │ ├── metric.py │ │ ├── timefeatures.py │ │ └── tools.py ├── HTP │ ├── argument.py │ ├── bloomModel │ │ ├── HTP_Model.py │ │ ├── config.json │ │ ├── configuration.py │ │ ├── merges.txt │ │ ├── processor.py │ │ ├── tokenizer.json │ │ ├── tokenizer.py │ │ ├── tokenizer_config.json │ │ └── vocab.json │ ├── cluster_prompt │ │ ├── cluster.py │ │ ├── feature_extraction │ │ │ ├── extract.py │ │ │ ├── features │ │ │ │ ├── aggregate_pairwise_field_features.py │ │ │ │ ├── aggregate_single_field_features.py │ │ │ │ ├── aggregation_helpers.py │ │ │ │ ├── dateparser.py │ │ │ │ ├── helpers.py │ │ │ │ ├── pairwise_field_features.py │ │ │ │ ├── single_field_features.py │ │ │ │ ├── transform.py │ │ │ │ └── type_detection.py │ │ │ ├── general_helpers.py │ │ │ └── outcomes │ │ │ │ ├── chart_outcomes.py │ │ │ │ └── field_encoding_outcomes.py │ │ └── get_table_feature.py │ ├── data_preprocess │ │ ├── parse_data.py │ │ ├── pre_input_data.py │ │ └── utils │ │ │ ├── chart_attr.py │ │ │ ├── clean_data.py │ │ │ ├── date.py │ │ │ ├── detect_type.py │ │ │ ├── layout_attr.py │ │ │ └── load.py │ ├── generate.json │ ├── generate.py │ ├── generate.sh │ ├── hard_code │ │ ├── MSP.py │ │ ├── get_clip_feature.py │ │ ├── get_hard_code.py │ │ ├── image_type_dict.pdparams │ │ └── train_contrast.py │ ├── model.jpg │ ├── peft │ │ ├── prompt_config.py │ │ └── prompt_tuning.py │ ├── readme.md │ ├── requirements.txt │ ├── train.json │ ├── train.py │ ├── train.sh │ ├── train_seq2seq.py │ └── trainer.py ├── ReFound │ ├── README.md │ ├── code │ │ ├── MoGETransformer.py │ │ ├── configuration.py │ │ ├── dataset_feature.py │ │ ├── feature_based_cap.py │ │ ├── feature_based_pop.py │ │ ├── feature_based_uvd.py │ │ ├── feature_extraction.sh │ │ ├── feature_extractor.py │ │ ├── finetune_cap.py │ │ ├── finetune_pop.py │ │ ├── finetune_uvd.py │ │ ├── ft_dataset_cap.py │ │ ├── ft_dataset_pop.py │ │ ├── ft_dataset_uvd.py │ │ ├── models.py │ │ ├── script_feature_based.sh │ │ ├── script_finetune.sh │ │ └── utils.py │ └── requirements.txt ├── SEENet │ ├── README.md │ ├── data │ │ └── .gitkeep │ ├── dataset.py │ ├── layer_utils.py │ ├── layers.py │ ├── logs │ │ └── .gitkeep │ ├── model.py │ ├── output │ │ └── .gitkeep │ ├── preprocess │ │ ├── run_Business_RD.py │ │ └── run_Mobi_RD.py │ ├── run.sh │ ├── runs │ │ └── .gitkeep │ ├── seenet.png │ ├── train_ssl.py │ ├── train_trial.py │ └── utils.py ├── SHGNN │ ├── README.md │ ├── code │ │ ├── models.py │ │ ├── script.sh │ │ ├── train_CAP.py │ │ ├── train_CP.py │ │ ├── train_DRSD.py │ │ └── utils.py │ └── data │ │ └── README.md ├── TINT │ ├── README.md │ ├── antdataset.py │ ├── config.py │ ├── new_model.py │ ├── state.py │ ├── train.py │ └── utils.py └── __init__.py ├── setup.cfg ├── setup.py └── tutorials ├── README.md ├── VMR-GAE.ipynb ├── __init__.py ├── block_wuhan ├── data ├── 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