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lenskit
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lkpy
Python recommendation toolkit
https://lkpy.lenskit.org
MIT License
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Add migration guide and other documentation improvements
#528
mdekstrand
closed
2 days ago
1
Update Getting Started guide to pipeline-based logic
#527
mdekstrand
closed
3 days ago
1
Move sklearn to separate package and port to Pipeline
#526
mdekstrand
closed
4 days ago
1
Migrate HPF and Implicit to pipelines
#525
mdekstrand
closed
4 days ago
1
Add is_trained accessor & conditional retraining to the pipeline
#524
mdekstrand
closed
4 days ago
1
Include basic content-based algorithm(s)
#523
mdekstrand
opened
4 days ago
0
Support item content features in DataSet
#522
mdekstrand
opened
4 days ago
0
Migrate FunkSVD to pipeline component
#521
mdekstrand
closed
4 days ago
1
Implement ALS pipeline component
#520
mdekstrand
closed
4 days ago
1
Port user KNN to pipeline component and rename KNN scorers
#519
mdekstrand
closed
5 days ago
1
Add quick_measure_model abstraction to simplify tests
#518
mdekstrand
closed
6 days ago
1
Implement global metrics and global/local metric interface
#517
mdekstrand
closed
6 days ago
1
Add ItemListCollection and use throughout eval & tests
#516
mdekstrand
closed
1 week ago
1
Migrate item-KNN to pipeline and add pipeline builder
#515
mdekstrand
closed
1 week ago
1
Fixups for basic and batch pipeline support
#514
mdekstrand
closed
1 week ago
1
Fix item list data frame round-trip bugs
#513
mdekstrand
closed
1 week ago
1
Support scalar scores in ItemList
#512
mdekstrand
closed
1 week ago
1
Fix union type bug in pipeline type-checker and enhance Entity ID type
#511
mdekstrand
closed
1 week ago
1
Use SPEC7 instead of (or with) seedbank
#510
mdekstrand
opened
1 week ago
0
Remove custom test coverage code
#509
mdekstrand
closed
1 week ago
1
Update docs for 2025 and new batch and eval logic
#508
mdekstrand
closed
1 week ago
3
Add support for global metrics to RunAnalysis
#507
mdekstrand
opened
1 week ago
0
Support DuckDB-based datasets
#506
mdekstrand
opened
1 week ago
0
Abstract beyond test users
#505
mdekstrand
closed
1 week ago
0
Implement better test data abstraction
#504
mdekstrand
closed
1 week ago
0
Add flexible result collection capabilities
#503
mdekstrand
opened
1 week ago
0
Implement batch pipeline invocation
#502
mdekstrand
closed
1 week ago
2
Add run metric suite and run evaluation support
#501
mdekstrand
closed
2 weeks ago
4
Implement ranking metrics with item lists
#500
mdekstrand
closed
3 weeks ago
5
Improve test coverage reporting
#499
mdekstrand
closed
4 weeks ago
5
Switch package builds to Hatchling
#498
mdekstrand
closed
1 month ago
1
Fix user_stats to return item_count, not user_count
#497
mdekstrand
closed
1 month ago
1
Rearrange environment layout for tests
#496
mdekstrand
closed
1 month ago
1
High-performance recommender output storage
#495
mdekstrand
opened
1 month ago
1
Update prediction metrics to use item lists
#494
mdekstrand
closed
1 month ago
1
feat: Add TimeBoundedPopScore for time-bounded popularity
#493
ZiyaoWei
opened
1 month ago
6
Drop requirements.txt files
#492
mdekstrand
closed
1 month ago
1
Rewrite workflow rendering in TypeScript
#491
mdekstrand
closed
1 month ago
3
Update minimum Python (to 3.11), numpy, scipy, and pandas requirements
#490
mdekstrand
closed
1 month ago
1
Update evaluation to use item lists
#489
mdekstrand
closed
1 week ago
1
Support batch-running pipelines
#488
mdekstrand
closed
1 week ago
0
Import lazy node support and update pipeline type & docs
#487
mdekstrand
closed
1 month ago
1
Implement basic algorithm bits as pipeline components
#486
mdekstrand
closed
1 month ago
2
Migrate LensKit algorithms to pipeline components
#485
mdekstrand
opened
1 month ago
0
Use Pixi to manage build environments
#483
mdekstrand
closed
2 months ago
3
Refactor component types and update POPROX code
#482
mdekstrand
closed
2 months ago
1
fix: invalid file references to requirements files
#481
ZiyaoWei
closed
2 months ago
1
Allow NumPy 2.0
#480
mdekstrand
closed
3 months ago
1
Refactor datasets and remove UserProfile
#479
mdekstrand
closed
3 months ago
1
Reorganize documentation into guide + manual
#478
mdekstrand
closed
3 months ago
2
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