improveai
8.0
Readme:
About Improve AI python ranker
Classes:
Scorer
Ranker
RewardTracker
FeatureEncoder
CythonizedFeatureEncoder
Chooser
Utils:
Settings
general purpose tools
gzip tools
URL tools
improveai
Index
Index
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A
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C
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D
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E
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F
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G
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I
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L
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M
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P
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R
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S
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T
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U
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V
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X
_
__init__() (FeatureEncoder method)
,
[1]
(Ranker method)
(RewardTracker method)
(Scorer method)
(StringTable method)
,
[1]
(XGBChooser method)
_check_into() (FeatureEncoder method)
_encode() (FeatureEncoder method)
,
[1]
_get_improveai_major_version() (XGBChooser method)
_get_model_feature_names() (XGBChooser method)
_get_model_metadata() (XGBChooser method)
_get_model_name() (XGBChooser method)
_get_model_seed() (XGBChooser method)
_get_noise() (XGBChooser method)
_get_sample() (RewardTracker method)
_get_string_tables() (XGBChooser method)
_get_track_body() (RewardTracker method)
_is_valid_message_id() (RewardTracker method)
A
add_reward() (RewardTracker method)
api_key (RewardTracker property)
API_KEY_HEADER (RewardTracker property)
C
calculate_predictions() (XGBChooser method)
check_and_get_unzipped_model() (in module improveai.utils.gzip_tools)
check_candidates() (in module improveai.utils.general_purpose_tools)
chooser (Scorer property)
CONTEXT_FEATURE_KEY (in module improveai.feature_encoder)
CONTEXT_KEY (RewardTracker property)
CREATED_AT_METADATA_KEY (XGBChooser property)
current_noise (XGBChooser property)
CYTHON_BACKEND_AVAILABLE (in module improveai.settings)
D
DEBUG (in module improveai.settings)
deepcopy_args() (in module improveai.utils.general_purpose_tools)
do_post_improve_request() (RewardTracker method)
E
encode() (StringTable method)
,
[1]
encode_candidates_to_matrix() (in module improveai.cythonized_feature_encoding.cythonized_feature_encoder)
(XGBChooser method)
encode_candidates_with_context() (XGBChooser method)
encode_context() (FeatureEncoder method)
,
[1]
encode_feature_vector() (FeatureEncoder method)
,
[1]
encode_item() (FeatureEncoder method)
,
[1]
encode_miss() (StringTable method)
,
[1]
F
feature_encoder (XGBChooser property)
feature_indexes (FeatureEncoder attribute)
(FeatureEncoder property)
feature_names (XGBChooser property)
FEATURE_NAMES_METADATA_KEY (in module improveai.chooser)
(XGBChooser property)
FeatureEncoder (class in improveai.cythonized_feature_encoding.cythonized_feature_encoder)
(class in improveai.feature_encoder)
G
gcc_and_py3_dev_installed() (in module improveai.settings)
get_mask() (in module improveai.cythonized_feature_encoding.cythonized_feature_encoder)
(in module improveai.feature_encoder)
get_model_bytes_from_url() (in module improveai.utils.url_tools)
get_model_src() (XGBChooser static method)
get_noise_shift_scale() (in module improveai.cythonized_feature_encoding.cythonized_feature_encoder)
(in module improveai.feature_encoder)
get_unzipped_gz() (in module improveai.utils.gzip_tools)
I
imposed_noise (XGBChooser property)
IMPROVE_AI_ALLOWED_MAJOR_VERSION (XGBChooser property)
improveai
module
improveai.chooser
module
improveai.cythonized_feature_encoding
module
improveai.cythonized_feature_encoding.cythonized_feature_encoder
module
improveai.feature_encoder
module
improveai.ranker
module
improveai.reward_tracker
module
improveai.scorer
module
improveai.settings
module
improveai.utils
module
improveai.utils.general_purpose_tools
module
improveai.utils.gzip_tools
module
improveai.utils.url_tools
module
improveai_major_version_from_metadata (XGBChooser property)
is_gz_bytes() (in module improveai.utils.gzip_tools)
is_path_http_addr() (in module improveai.utils.url_tools)
is_valid_ksuid() (in module improveai.utils.general_purpose_tools)
ITEM_FEATURE_KEY (in module improveai.feature_encoder)
ITEM_KEY (RewardTracker property)
ITEMS_COUNT_KEY (RewardTracker property)
L
load_model() (XGBChooser method)
M
mask (StringTable attribute)
(StringTable property)
MESSAGE_ID_KEY (RewardTracker property)
miss_width (StringTable attribute)
(StringTable property)
model (XGBChooser property)
MODEL_KEY (RewardTracker property)
model_metadata (XGBChooser property)
model_name (RewardTracker property)
(XGBChooser property)
MODEL_NAME_METADATA_KEY (XGBChooser property)
MODEL_NAME_REGEXP (XGBChooser attribute)
model_seed (StringTable attribute)
(StringTable property)
MODEL_SEED_METADATA_KEY (XGBChooser property)
model_url (Ranker property)
(Scorer property)
module
improveai
improveai.chooser
improveai.cythonized_feature_encoding
improveai.cythonized_feature_encoding.cythonized_feature_encoder
improveai.feature_encoder
improveai.ranker
improveai.reward_tracker
improveai.scorer
improveai.settings
improveai.utils
improveai.utils.general_purpose_tools
improveai.utils.gzip_tools
improveai.utils.url_tools
P
PAYLOAD_FOR_ERROR_KEY (RewardTracker property)
post_improve_request() (RewardTracker method)
R
rank() (Ranker method)
Ranker (class in improveai.ranker)
read_jsonstring_from_file() (in module improveai.utils.general_purpose_tools)
REQUEST_ERROR_CODE_KEY (RewardTracker property)
REQUIRED_METADATA_KEYS (XGBChooser property)
REWARD_ID_KEY (RewardTracker property)
REWARD_KEY (RewardTracker property)
RewardTracker (class in improveai.reward_tracker)
S
SAMPLE_KEY (RewardTracker property)
scale() (in module improveai.cythonized_feature_encoding.cythonized_feature_encoder)
(in module improveai.feature_encoder)
score() (Scorer method)
(XGBChooser method)
Scorer (class in improveai.scorer)
scorer (Ranker property)
sprinkle() (in module improveai.cythonized_feature_encoding.cythonized_feature_encoder)
(in module improveai.feature_encoder)
string_tables (FeatureEncoder attribute)
(FeatureEncoder property)
STRING_TABLES_METADATA_KEY (XGBChooser property)
StringTable (class in improveai.cythonized_feature_encoding.cythonized_feature_encoder)
(class in improveai.feature_encoder)
T
threaded_requests (RewardTracker property)
TIEBREAKER_MULTIPLIER (Scorer property)
track() (RewardTracker method)
track_url (RewardTracker property)
track_with_sample() (RewardTracker method)
U
USER_DEFINED_METADATA_KEY (in module improveai.chooser)
(XGBChooser property)
V
value_table (StringTable attribute)
(StringTable property)
VERSION_METADATA_KEY (XGBChooser property)
X
XGBChooser (class in improveai.chooser)