dance
DANCE: a deep learning library and benchmark platform for single-cell analysis
Language: python
Author: Benjamin Berger (@benjamindev79)
6 stars · 345 views
Files
- .yamllint.yml (yml)
- docs (txt)
- Makefile (txt)
- source (txt)
- modules (txt)
- DANCE 2.0 (0)
- tutorials (txt)
- experiments (txt)
- cluster (txt)
- joint_embedding (txt)
- spatial_domain (txt)
- celltype_annotation (txt)
- imputation (txt)
- celltype_deconvolution (txt)
- run_similarity_optimization.sh (sh)
- cache (txt)
- 2_params_tuning_config.yaml (yaml)
- deconv_spatialdecon (txt)
- main.py (py)
- hcc_liver (txt)
- visualize_atlas_performance_v2.py (py)
- cta_scdeepsort (txt)
- results (txt)
- pipeline (txt)
- params (txt)
- deconv_card (txt)
- main.py (py)
- hcc_liver (txt)
- config_yamls (txt)
- params (txt)
- params (txt)
- config_yamls (txt)
- params (txt)
- config_yamls (txt)
- params (txt)
- results (txt)
- pipeline (txt)
- params (txt)
- conf.py (py)
- api (txt)
- requirements.txt (txt)
- README.md (md)
- pyproject.toml (toml)
- install.sh (sh)
- requirements.txt (txt)
- LICENSE (txt)
- examples (txt)
- result_analysis (txt)
- get_important_pattern_sweep.py (py)
- vis_sim_v2_data.py (py)
- visualize_atlas_performance.py (py)
- vis_sim_v2_vis.py (py)
- visualize_sim.py (py)
- get_num.py (py)
- get_important_pattern.py (py)
- atlas (txt)
- upload_data.py (py)
- setup_run.py (py)
- temp.sh (sh)
- sweep_results (txt)
- sc_similarity_examples (txt)
- data_processing (txt)
- merge_result_metadata.py (py)
- visualization (txt)
- readme.md (md)
- similarity (txt)
- example_usage_anndata.py (py)
- optimize_similarity_weights.py (py)
- analyze_atlas_accuracy.py (py)
- process_tissue_similarity_matrices.py (py)
- data (txt)
- configs (txt)
- exclude_dataset.json (json)
- demos (txt)
- main.py (py)
- get_result_web.py (py)
- config (txt)
- atlas_template_yamls (txt)
- cta_actinn (txt)
- pipeline_params_tuning_config.yaml (yaml)
- cta_singlecellnet (txt)
- pipeline_params_tuning_config.yaml (yaml)
- cta_celltypist (txt)
- pipeline_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- commands.yaml (yaml)
- readme.md (md)
- dataset_server.json (json)
- tuning (txt)
- imputation_deepimpute (txt)
- main.py (py)
- human_melanoma_data (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 4_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 3_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- deconv_dstg (txt)
- main.py (py)
- hcc_liver (txt)
- config_yamls (txt)
- params (txt)
- params (txt)
- custom-methods (txt)
- main.py (py)
- 328_138 (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- joint_embedding_jae (txt)
- main.py (py)
- GSE140203_SKIN_atac2gex (txt)
- config_yamls (txt)
- 1_test_acc_params_tuning_config.yaml (yaml)
- 0_test_acc_params_tuning_config.yaml (yaml)
- 2_test_acc_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cluster_scdcc (txt)
- main.py (py)
- human_pbmc2_cell (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- config_yamls (txt)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cluster_graphsc (txt)
- main.py (py)
- human_pbmc2_cell (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cta_scheteronet (txt)
- main.py (py)
- 328_138 (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- domain_EfNST (txt)
- main.py (py)
- sub_mba (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- params (txt)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- joint_embedding_scmogcn (txt)
- main.py (py)
- GSE140203_SKIN_atac2gex (txt)
- config_yamls (txt)
- params (txt)
- 1_test_acc_params_tuning_config.yaml (yaml)
- params_run.sh (sh)
- 0_test_acc_params_tuning_config.yaml (yaml)
- 2_test_acc_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- imputation_scgnn2 (txt)
- main.py (py)
- human_melanoma_data (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 4_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 3_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- README.md (md)
- main.py (py)
- step3_default_params.yaml (yaml)
- cta_actinn (txt)
- main.py (py)
- 328_138 (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- domain_stagate (txt)
- main.py (py)
- sub_mba (txt)
- 1_test_acc_params_tuning_config.yaml (yaml)
- 0_test_acc_params_tuning_config.yaml (yaml)
- 2_test_acc_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- joint_embedding_dcca (txt)
- main.py (py)
- GSE140203_SKIN_atac2gex (txt)
- config_yamls (txt)
- params (txt)
- 1_test_acc_params_tuning_config.yaml (yaml)
- 0_test_acc_params_tuning_config.yaml (yaml)
- 2_test_acc_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- domain_louvain (txt)
- main.py (py)
- sub_mba (txt)
- config_yamls (txt)
- params (txt)
- 1_test_acc_params_tuning_config.yaml (yaml)
- 0_test_acc_params_tuning_config.yaml (yaml)
- 2_test_acc_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cta_singlecellnet (txt)
- main.py (py)
- 328_138 (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- predict_modality_babel (txt)
- main.py (py)
- cta_celltypist (txt)
- main.py (py)
- 328_138 (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cluster_sctag (txt)
- main.py (py)
- human_pbmc2_cell (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- handle_error.py (py)
- deconv_stdgcn (txt)
- main.py (py)
- hcc_liver (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- imputation_magic (txt)
- main.py (py)
- deconv_spotlight (txt)
- main.py (py)
- hcc_liver (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cluster_scdsc (txt)
- main.py (py)
- human_pbmc2_cell (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- cluster_scdeepcluster (txt)
- main.py (py)
- human_pbmc2_cell (txt)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cta_scdeepsort (txt)
- main.py (py)
- 328_138 (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- joint_embedding_scmvae (txt)
- main.py (py)
- GSE140203_SKIN_atac2gex (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- handle_sweep.py (py)
- imputation_graphsci (txt)
- main.py (py)
- human_melanoma_data (txt)
- config_yamls (txt)
- params (txt)
- 2_params_tuning_config.yaml (yaml)
- 4_params_tuning_config.yaml (yaml)
- 1_params_tuning_config.yaml (yaml)
- 3_params_tuning_config.yaml (yaml)
- 0_params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- results (txt)
- pipeline (txt)
- params (txt)
- cta_svm (txt)
- pipeline_tuning_config.yaml (yaml)
- params_tuning_config.yaml (yaml)
- pipeline_params_tuning_config.yaml (yaml)
- pipeline_run.sh (sh)
- run.sh (sh)
- 328_138 (txt)
- pipeline_tuning_config.yaml (yaml)
- ATTRIBUTION.md (markdown)