Warm and cold users support #77

feldlime · 2023-12-10T21:26:50Z

supported warm users and items in Dataset
removed return_external_ids parameter in recommend and recommend_to_items methods
supported cold and warm targets in base model
supported new dataset in cross validation

The first part of #87

rectools/dataset/dataset.py

rectools/model_selection/cross_validate.py

rectools/models/base.py

rectools/dataset/dataset.py

rectools/model_selection/cross_validate.py

rectools/model_selection/last_n_split.py

rectools/model_selection/random_split.py

rectools/model_selection/time_split.py

rectools/models/base.py

rectools/model_selection/cross_validate.py

CHANGELOG.md

- supported warm users and items in `Dataset` - removed `return_external_ids` parameter in `recommend` and `recommend_to_items` methods - supported cold and warm targets in base model - supported new dataset in cross validation The first part of #87

added warm ids to dataset

1c4e8df

feldlime marked this pull request as draft December 10, 2023 21:27

feldlime changed the title ~~[WIP] Warm and cold~~ Warm and cold Dec 10, 2023

feldlime added 27 commits December 11, 2023 21:22

added allow_warm and allow_cold attributes to base model

d41c9bd

added return_missing to get_from_series_by_index

f09dce8

added return_missing to id_map

6304136

fixed typos

51b31e2

removed redundant checks for feature ids

e1b7a14

added draft of handling different types of users

bab5ed7

Merge branch 'main' into feature/warm_cold

7f0311a

removed return_external_ids

cb83000

added DS_Store to gitignore

dee25ff

finished recommend and recommend_to_items

d5eccc7

changed n_hot_... in Dataset from attributes to properties

4feca30

added __len__ methods to features

12e7bf8

improved ModelBase warm/cold logic

5fff91f

added new option to cross_validate

e6e6760

removed separate function for raising errors

eae396e

changed _split_targets_by_reco_type to _check_targets_are_valid

b067b1c

formatted

c4a5938

added docstring to cross_validate

bd39d04

added tests for features

fd4a391

updated dataset tests

c1dfb4c

fixed cross_validate tests

40a1819

replaced all features to hot only for fit everywhere

36f6974

fixed cross_validate and its test

ce02e85

fixed types

4726aff

fixed model tests

23a6297

formatted

3b950bb

refactored

0be619a

added typing-extensions dep. to use Literal in 3.7

759c538

blondered requested changes Feb 27, 2024

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feldlime added 6 commits February 29, 2024 13:39

fixed grammar

125ac34

added FixedColdRecoModelMixin

069a641

added warnings to splitters' docstrings

1d9dd8e

renamed allow_warm/cold -> recommends_for_warm/cold

e7eb4d7

refactored

d0fe2bb

fixed tests

9db8c28

blondered reviewed Mar 11, 2024

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feldlime added 3 commits March 12, 2024 08:14

fixed typos

ac5c6b1

renamed keep_features_for_hot_only -> prefer_warm_inference_over_cold

855d017

Merge branch 'main' into feature/warm_cold

e45da10

blondered reviewed Mar 12, 2024

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feldlime added 9 commits March 12, 2024 09:10

fixed ease tests

9ce0ee3

fixed typo

1e53107

improved docstring

43e21dc

formatted

4acce9b

removed filter_itself for cold reco

6b2ee76

improved types

3fc2890

Merge branch 'main' into feature/warm_cold

7ce9bc8

updated changelog

9b4ae6b

fixed venv caching

3dd961d

blondered reviewed Mar 29, 2024

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updated changelog

3ae545c

blondered approved these changes Apr 2, 2024

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feldlime merged commit 51cbd8d into main Apr 2, 2024
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feldlime deleted the feature/warm_cold branch April 2, 2024 21:23

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Warm and cold users support #77

Warm and cold users support #77

feldlime commented Dec 10, 2023 •

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Warm and cold users support #77

Warm and cold users support #77

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feldlime commented Dec 10, 2023 • edited Loading

feldlime commented Dec 10, 2023 •

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