improveai package

Subpackages

• improveai.cythonized_feature_encoding package
  • Submodules
    • cythonized_feature_encoder.pyx module
      • FeatureEncoder
      • StringTable
      • encode_candidates_to_matrix()
      • get_mask()
      • get_noise_shift_scale()
      • scale()
      • sprinkle()
  • Module contents
• improveai.utils package
  • Submodules
    • general_purpose_tools.py module
      • read_jsonstring_from_file()
      • check_candidates()
      • is_valid_ksuid()
      • deepcopy_args()
    • gzip_tools.py module
      • is_gz_bytes()
      • get_unzipped_gz()
      • check_and_get_unzipped_model()
    • url_tools.py module
      • is_path_http_addr()
      • get_model_bytes_from_url()
  • Module contents

Submodules

• chooser.py module
  • USER_DEFINED_METADATA_KEY
  • FEATURE_NAMES_METADATA_KEY
  • XGBChooser
    • XGBChooser.MODEL_NAME_REGEXP
    • XGBChooser.model_name
    • XGBChooser.imposed_noise
    • XGBChooser.improveai_major_version_from_metadata
    • XGBChooser.FEATURE_NAMES_METADATA_KEY
    • XGBChooser.STRING_TABLES_METADATA_KEY
    • XGBChooser.MODEL_SEED_METADATA_KEY
    • XGBChooser.MODEL_NAME_METADATA_KEY
    • XGBChooser.CREATED_AT_METADATA_KEY
    • XGBChooser.IMPROVE_AI_ALLOWED_MAJOR_VERSION
    • XGBChooser.VERSION_METADATA_KEY
    • XGBChooser.USER_DEFINED_METADATA_KEY
    • XGBChooser.REQUIRED_METADATA_KEYS
    • XGBChooser.__init__()
    • XGBChooser.model
    • XGBChooser.model_metadata
    • XGBChooser.feature_encoder
    • XGBChooser.feature_names
    • XGBChooser.current_noise
    • XGBChooser.load_model()
    • XGBChooser._get_noise()
    • XGBChooser.encode_candidates_to_matrix()
    • XGBChooser.score()
    • XGBChooser.calculate_predictions()
    • XGBChooser.encode_candidates_with_context()
    • XGBChooser.get_model_src()
    • XGBChooser._get_improveai_major_version()
    • XGBChooser._get_model_metadata()
    • XGBChooser._get_model_feature_names()
    • XGBChooser._get_model_seed()
    • XGBChooser._get_model_name()
    • XGBChooser._get_string_tables()
• feature_encoder.py module
  • ITEM_FEATURE_KEY
  • CONTEXT_FEATURE_KEY
  • FeatureEncoder
    • FeatureEncoder.__init__()
    • FeatureEncoder.feature_indexes
    • FeatureEncoder.string_tables
    • FeatureEncoder._check_into()
    • FeatureEncoder.encode_item()
    • FeatureEncoder.encode_context()
    • FeatureEncoder.encode_feature_vector()
    • FeatureEncoder._encode()
  • get_noise_shift_scale()
  • sprinkle()
  • StringTable
    • StringTable.__init__()
    • StringTable.model_seed
    • StringTable.mask
    • StringTable.miss_width
    • StringTable.value_table
    • StringTable.encode()
    • StringTable.encode_miss()
  • scale()
  • get_mask()
• ranker.py module
  • Ranker
    • Ranker.scorer
    • Ranker.model_url
    • Ranker.__init__()
    • Ranker.rank()
• reward_tracker.py module
  • RewardTracker
    • RewardTracker.MODEL_KEY
    • RewardTracker.MESSAGE_ID_KEY
    • RewardTracker.ITEM_KEY
    • RewardTracker.CONTEXT_KEY
    • RewardTracker.REWARD_KEY
    • RewardTracker.REWARD_ID_KEY
    • RewardTracker.API_KEY_HEADER
    • RewardTracker.PAYLOAD_FOR_ERROR_KEY
    • RewardTracker.REQUEST_ERROR_CODE_KEY
    • RewardTracker.ITEMS_COUNT_KEY
    • RewardTracker.SAMPLE_KEY
    • RewardTracker.threaded_requests
    • RewardTracker.__init__()
    • RewardTracker.model_name
    • RewardTracker.track_url
    • RewardTracker.api_key
    • RewardTracker._get_track_body()
    • RewardTracker._get_sample()
    • RewardTracker.track()
    • RewardTracker.track_with_sample()
    • RewardTracker.add_reward()
    • RewardTracker._is_valid_message_id()
    • RewardTracker.do_post_improve_request()
    • RewardTracker.post_improve_request()
• scorer.py module
  • Scorer
    • Scorer.model_url
    • Scorer.chooser
    • Scorer.TIEBREAKER_MULTIPLIER
    • Scorer.__init__()
    • Scorer.score()
• settings.py module
  • gcc_and_py3_dev_installed()
  • CYTHON_BACKEND_AVAILABLE
  • DEBUG

Module contents