lenskit/lkpy issues and pull requests

#481 - fix: invalid file references to requirements files

Pull Request - State: closed - Opened by ZiyaoWei 23 days ago - 1 comment

#480 - Allow NumPy 2.0

Pull Request - State: closed - Opened by mdekstrand about 1 month ago - 1 comment
Labels: internals, dependencies

#479 - Refactor datasets and remove UserProfile

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: data

#478 - Reorganize documentation into guide + manual

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 2 comments
Labels: docs

#477 - Fix build instructions

Pull Request - State: closed - Opened by ZiyaoWei about 2 months ago

#476 - Multi-processing tests hang on MacBook

Issue - State: open - Opened by mdekstrand about 2 months ago
Labels: bug, evaluation

#475 - Bump PyTest to version 8

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: build, dependencies

#474 - Support literal nodes in configurations and configuration hashing

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: pipeline

#473 - Fix clone/config/hash use of defaults and aliases

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: bug, pipeline

#472 - Cache pipeline hashes

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: pipeline

#471 - Add metadata to pipeline states

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: pipeline

#470 - Include aliases in serialized pipeline configuration

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: pipeline

#469 - Serialize full pipeline configurations

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 4 comments
Labels: dependencies, pipeline

#468 - Organize test cases into subdirectories

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: build

#467 - Add UserProfile class to represent user data

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: data

#466 - Add PipelineState to support getting all pipeline outputs

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: pipeline

#465 - Simplify Vocabulary, add types module, and improve type documentation

Pull Request - State: closed - Opened by mdekstrand about 2 months ago - 1 comment
Labels: data

#464 - Make pipeline fallback work when nodes fail transitively

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 1 comment
Labels: pipeline

#463 - Support config-based pipeline cloning

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 1 comment
Labels: pipeline

#462 - Build a Pipeline abstraction

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 6 comments
Labels: pipeline

#461 - Add dataset-based data splitting code

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 1 comment
Labels: data

#460 - Add custom pickling to ItemList for compactness

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 1 comment
Labels: data

#459 - Fix Python versions in Conda tests

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 1 comment
Labels: build

#458 - Add ItemList abstraction

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 1 comment
Labels: data

#457 - Enable linting and import sorting on tests

Pull Request - State: closed - Opened by mdekstrand 2 months ago - 1 comment
Labels: build

#456 - Use Conda for HPF CI tests

Pull Request - State: closed - Opened by mdekstrand 2 months ago
Labels: build

#455 - Replace MovieLens loaders with load_movielens function

Pull Request - State: closed - Opened by mdekstrand 2 months ago
Labels: data

#454 - Remove sparse_ratings and sparse_row_stats functions

Pull Request - State: closed - Opened by mdekstrand 2 months ago
Labels: data

#453 - Refactor documentation to multiple sections

Issue - State: closed - Opened by mdekstrand 2 months ago
Labels: docs

#452 - Consider structured logging

Issue - State: open - Opened by mdekstrand 2 months ago
Labels: idea

#451 - Make Dataset abstract and add a lazy wrapper

Pull Request - State: closed - Opened by mdekstrand 2 months ago
Labels: data

#450 - Add load_movielens function to replace old data set classes

Pull Request - State: closed - Opened by mdekstrand 2 months ago
Labels: data

#449 - Support mixed and repeated feedback

Issue - State: open - Opened by mdekstrand 2 months ago
Labels: data

#448 - Measure diff coverage and report to GH comments

Pull Request - State: closed - Opened by mdekstrand 2 months ago
Labels: build

#447 - Clean up Pandas warnings in eval code

Issue - State: open - Opened by mdekstrand 2 months ago
Labels: evaluation

#446 - Make runtime user data the standard

Issue - State: open - Opened by mdekstrand 2 months ago
Labels: algorithms

#445 - Implement standard user/item data types

Issue - State: open - Opened by mdekstrand 2 months ago

#444 - Implement general Pipeline abstraction

Issue - State: open - Opened by mdekstrand 2 months ago
Labels: idea

#443 - Split data based on Dataset

Issue - State: closed - Opened by mdekstrand 2 months ago
Labels: evaluation, data

#442 - Update MovieLens loader to return datasets

Issue - State: closed - Opened by mdekstrand 2 months ago
Labels: data

#441 - Use dataset (#352) in algorithms and tests

Pull Request - State: closed - Opened by mdekstrand 2 months ago
Labels: algorithms, data

#440 - Clean up unused log module + stray export

Pull Request - State: closed - Opened by mdekstrand 2 months ago

#439 - Build coverage reports directly in GH Actions instead of Codecov

Pull Request - State: closed - Opened by mdekstrand 3 months ago
Labels: build

#438 - Add standard incremental training API

Issue - State: open - Opened by mdekstrand 3 months ago
Labels: algorithms, evaluation

#437 - Update dataset to expose vocabularies instead of lookup functions

Pull Request - State: closed - Opened by mdekstrand 3 months ago
Labels: data

#436 - Disable doc archive job on PRs

Pull Request - State: closed - Opened by mdekstrand 3 months ago

#435 - Install hpfrec from Conda

Pull Request - State: closed - Opened by mdekstrand 3 months ago - 1 comment

#434 - Build docs in GitHub Actions

Pull Request - State: closed - Opened by mdekstrand 3 months ago
Labels: docs, build

#433 - Only run tests when the PR changes test code

Pull Request - State: closed - Opened by mdekstrand 3 months ago - 1 comment
Labels: build

#432 - Build docs in GitHub Actions

Pull Request - State: closed - Opened by mdekstrand 3 months ago - 2 comments
Labels: docs, build

#431 - Move build support into lkdev package

Pull Request - State: closed - Opened by mdekstrand 3 months ago - 1 comment
Labels: build

#430 - Documentation build updates

Pull Request - State: closed - Opened by mdekstrand 3 months ago - 1 comment
Labels: docs

#429 - Add and pass pre-commit checks

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: build

#428 - Refactor documentation config and correct errors

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: docs

#427 - Add a Dataset to manage consistent user-item data processing

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: data

#426 - Add HPF recommender to monorepo

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: algorithms

#425 - Incorporate implicit bridge into monorepo

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: algorithms

#424 - Add Python 3.12 to test matrix

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: build, dependencies

#423 - Remove Binpickle from tests and docs

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment

#422 - Remove Binpickle

Issue - State: closed - Opened by mdekstrand 4 months ago
Labels: docs, build, internals

#421 - Remove CSR from LensKit deps

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: internals

#420 - Remove Popular recommender

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: algorithms

#419 - Refresh CI with better env inspection and drop Intel macOS

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment

#418 - Split FunkSVD into separate package in a monorepo

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: build

#417 - Add log(i+1) discount for nDCG etc.

Issue - State: open - Opened by mdekstrand 4 months ago
Labels: enhancement, evaluation

#416 - Improve documentation of top-N input types

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: docs, evaluation

#415 - Clarify Top-N metric API

Issue - State: closed - Opened by mdekstrand 4 months ago
Labels: evaluation

#414 - Add easy distributional evaluation for LensKit

Issue - State: open - Opened by mdekstrand 4 months ago
Labels: enhancement, evaluation

#413 - Add popularity stratification options for LensKit evals

Issue - State: open - Opened by mdekstrand 4 months ago
Labels: enhancement, evaluation

#412 - Add IPS-weighted evaluation capabilities

Issue - State: open - Opened by mdekstrand 4 months ago
Labels: enhancement, evaluation

#411 - Refactor CI builds and conda management

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: build

#410 - Streamline testing to reduce test time

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: build

#409 - Add a "safe" SPMV to work around PyTorch bug

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: internals

#408 - Add Torch matrix test + improve sparse matrix hypothesis infra

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 2 comments
Labels: internals

#407 - Update pytest config to pyproject.toml

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: build

#406 - Implement user-kNN with Torch

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: algorithms

#405 - Improve types and documentation for item k-NN

Pull Request - State: closed - Opened by mdekstrand 4 months ago
Labels: docs, algorithms

#404 - Add GPU support for ALS

Issue - State: open - Opened by mdekstrand 4 months ago
Labels: algorithms

#403 - Fix BibTex references and other bits in documentation

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: docs

#402 - Update ALS types and add to Torch list in documentation

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: docs, algorithms

#401 - Add sparse matrix normalization routines + sparse util tests

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: internals

#400 - Test and fix shared memory serialization

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: build, internals

#399 - Refactor k-NN recommenders

Pull Request - State: closed - Opened by mdekstrand 4 months ago - 1 comment
Labels: algorithms

#398 - Refactor build to use requirements.txt for dev

Pull Request - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: build

#397 - Use PDM for dependency and environment management

Pull Request - State: closed - Opened by mdekstrand 5 months ago
Labels: build

#396 - Parallel batch documentation and progress reporting

Pull Request - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: docs, batch, internals

#395 - Support progress in parallel batch running

Issue - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: batch

#394 - Revise parallelism configuration

Issue - State: closed - Opened by mdekstrand 5 months ago - 2 comments
Labels: batch, internals

#393 - Refactor parallelism to support PyTorch and only use shared memory

Pull Request - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: internals

#392 - Remove x86 macOS CI runs

Pull Request - State: closed - Opened by mdekstrand 5 months ago - 1 comment

#391 - Add progress bar to item-item k-NN training

Pull Request - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: algorithms

#390 - Fix Torch matrix and IKNN types

Pull Request - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: algorithms, data

#389 - Add GPU support for KNN

Issue - State: open - Opened by mdekstrand 5 months ago
Labels: algorithms, performance

#388 - Update ALS code to PyTorch

Pull Request - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: algorithms

#387 - Merge LensKit into monorepo

Issue - State: closed - Opened by mdekstrand 5 months ago - 1 comment
Labels: idea, build

#386 - Implement bulk heap for Torch KNN

Issue - State: open - Opened by mdekstrand 5 months ago
Labels: enhancement, performance

#385 - Add ability to load algorithms from TOML files

Issue - State: open - Opened by mdekstrand 5 months ago
Labels: enhancement

#384 - Review and update documentation for PyTorch usage

Issue - State: open - Opened by mdekstrand 5 months ago
Labels: docs

#383 - Use ipyparallel for parallelism

Issue - State: open - Opened by mdekstrand 5 months ago
Labels: batch

#382 - Use PyTorch multiprocessing for parallel evaluation

Issue - State: closed - Opened by mdekstrand 5 months ago
Labels: batch

GitHub / lenskit/lkpy issues and pull requests