Welcome to panoptes_aggregation’s documentation

Running Aggregation:

• Getting started
  • Documentation
  • Download and run
  • Manual installing for offline use
  • Installing for online use
• Using the command line scripts
  • Download your data from the project builder
  • Scripts
  • Configure the extractors and reducers
  • Extracting data
  • Reducing data
  • Reading csv files in python
• Using the Application/Graphical User Interface (GUI)
  • Download your data from the project builder
  • Launching the GUI
  • Configure the extractors and reducers
  • Extracting data
  • Reducing data
  • Reading csv files in python
• What extractor and reducer should be used?
  • Basic task types
  • Text transcription projects
  • TESS project
  • Gravity Spy project

Guides:

• How Data Clustering Works
  • What problem does clustering solve?
  • Turning density into clusters
  • Transforming the metric space
  • Minimum spanning tree and Reachability plot
  • How does panoptes-aggregation use clustering?
  • Is there a better metric?
  • Examples using panoptes_aggregation
• Polygon data - extraction and reduction
  • Simple polygon data
  • ‘Realistic’ project - extraction and reduction
• Gravity Spy Notes
  • Confusion Matrix
  • Volunteer skill
  • Retiring subjects
  • Moving subjects to the next level
  • Other notes

API Documentation:

• Extractors
  • Question Extractor
  • question_extractor()
  • slugify_or_null()
  • Slider Extractor
  • slider_extractor()
  • Point Extractor
  • point_extractor()
  • Point Extractor By Frame
  • point_extractor_by_frame()
  • Rectangle Extractor
  • rectangle_extractor()
  • Shape Extractor
  • shape_extractor()
  • Polygon/Freehand Tool Extractor
  • polygon_extractor()
  • Survey Extractor
  • survey_extractor()
  • Polygon As Line Tool for Text Extractor
  • poly_line_text_extractor()
  • Line Tool for Text Extractor
  • line_text_extractor()
  • Shakespeares World Text Extractor
  • clean_text()
  • sw_extractor()
  • Shakespeares World Variants Extractor
  • sw_variant_extractor()
  • Shakespeares World Graphic Extractor
  • sw_graphic_extractor()
  • Dropdown Extractor
  • dropdown_extractor()
  • Text Extractor
  • text_extractor()
  • Intro2Astro Extractor
  • i2a_extractor()
  • Nfn Extractor
  • ClassificationParser
  • All Tasks Empty Extractor
  • all_tasks_empty_extractor()
• Reducers
  • Question Reducer
  • question_reducer()
  • Question Consensus Reducer
  • question_consensus_reducer()
  • Slider Reducer
  • process_data()
  • slider_reducer()
  • Point Reducer
  • point_reducer()
  • process_data()
  • Point Reducer DBSCAN
  • point_reducer_dbscan()
  • Point Reducer HDBSCAN
  • point_reducer_hdbscan()
  • Rectangle Reducer
  • process_data()
  • rectangle_reducer()
  • Shape Reducer DBSCAN
  • shape_reducer_dbscan()
  • Shape Reducer OPTICS
  • shape_reducer_optics()
  • Shape Reducer HDBSCAN
  • shape_reducer_hdbscan()
  • Polygon/Freehand Tool Reducer Using DBSCAN
  • polygon_reducer()
  • process_data()
  • Polygon/Freehand Tool Reducer Using DBSCAN - Contours
  • polygon_reducer_contours()
  • Survey Reducer
  • process_data()
  • survey_reducer()
  • Polygon As Line Tool for Text Reducer
  • poly_line_text_reducer()
  • process_data()
  • Text aggregation utilities
  • align_words()
  • angle_metric()
  • avg_angle()
  • cluster_by_gutter()
  • cluster_by_line()
  • cluster_by_slope()
  • cluster_by_word()
  • consensus_score()
  • gutter()
  • overlap()
  • sort_labels()
  • tokenize()
  • Shakespeares World Variants Reducer
  • sw_variant_reducer()
  • Dropdown Reducer
  • dropdown_reducer()
  • process_data()
  • TESS Column Reducer
  • process_data()
  • tess_reducer_column()
  • TESS Gold Standard Reducer
  • process_data()
  • tess_gold_standard_reducer()
  • Utilities for polygon_reducer
  • IoU_cluster_mean_distance()
  • IoU_distance_matrix_of_cluster()
  • IoU_metric_polygon()
  • cluster_average_intersection()
  • cluster_average_intersection_contours()
  • cluster_average_intersection_contours_rasterisation()
  • cluster_average_last()
  • cluster_average_median()
  • cluster_average_union()
  • Utilities for optics_line_text_reducer
  • cluster_of_one()
  • get_min_samples()
  • metric()
  • order_lines()
  • remove_user_duplication()
  • strip_tags()
  • Line Tool with Text Subtask Reducer using OPTICS
  • optics_line_text_reducer()
  • process_data()
  • Text Tool Reducer
  • process_data()
  • text_reducer()
  • First N True Reducer
  • first_n_true_reducer()
• Running Reducers
  • TESS User Reducer
  • tess_user_reducer()
  • TESS Column Running Reducer
  • tess_reducer_column_rr()
  • TESS Gold Standard Running Reducer
  • tess_gold_standard_reducer_rr()
  • Gravity Spy User Reducer
  • gravity_spy_user_reducer()
  • Gravity Spy Subject Reducer
  • gravity_spy_subject_reducer()
• Panoptes
  • Panoptes Userify
  • ConfigurationError
  • userify()

Administration:

• Contributor Covenant Code of Conduct
  • Our Pledge
  • Our Standards
  • Our Responsibilities
  • Scope
  • Enforcement
  • Attribution
• Contributing
  • Code Style
  • Building Documentation
  • Writing Extractors
  • Writing Reducers
  • Copying extractors and reducers

Indices and tables

• Index

• Module Index

• Search Page