lenskit/lkpy issues and pull requests

#381 - Use PyTorch to implement item-item k-NN

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

#380 - Add PyTorch to LensKit dependencies

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

#379 - Replace CSR with SciPy or PyTorch sparse arrays

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

#378 - Move FunkSVD to separate package

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

#377 - Use PyTorch to implement user-user k-NN

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

#376 - Use PyTorch to implement implicit ALS

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

#375 - Use PyTorch to implement explicit ALS

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

#374 - Move to PyTorch for algorithm computational substrate

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

#373 - Add PyTorch dependency and use it for item-item k-NN

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

#372 - Fix Python vanilla builds to correct version

Pull Request - State: closed - Opened by mdekstrand 6 months ago
Labels: build

#371 - Write new Experiment or ExperimentAnalysis code module

Issue - State: open - Opened by mdekstrand 6 months ago
Labels: evaluation

#370 - BrokenProcessPool: A process in the process pool was terminated abruptly while the future was running or pending.

Issue - State: closed - Opened by johnnyk1090 7 months ago - 3 comments
Labels: internals

#369 - Documentation fix for Recall and Hit

Pull Request - State: closed - Opened by lukas-wegmeth 7 months ago - 5 comments
Labels: evaluation

#368 - Automate build tasks with 'just'

Pull Request - State: closed - Opened by mdekstrand 7 months ago
Labels: build

#367 - Fix minimum dependency build for uv and doctestplus

Pull Request - State: closed - Opened by mdekstrand 7 months ago - 1 comment
Labels: build

#366 - Expand build matrix for Apple Silicon & MacOS vanilla Python builds

Pull Request - State: closed - Opened by mdekstrand 7 months ago
Labels: build

#365 - Add Cython build infra + initial extension module

Pull Request - State: closed - Opened by mdekstrand 7 months ago - 1 comment
Labels: build

#364 - Support Pandas 2 and bump minimum Pandas & NumPy

Pull Request - State: closed - Opened by mdekstrand 7 months ago - 1 comment
Labels: dependencies

#363 - No longer depend on the LensKit build tools

Pull Request - State: closed - Opened by mdekstrand 7 months ago - 1 comment
Labels: build

#362 - Use uv to install minimum dependencies

Pull Request - State: closed - Opened by mdekstrand 7 months ago - 1 comment
Labels: build, dependencies

#361 - Clean up Ruff lint errors

Pull Request - State: closed - Opened by mdekstrand 7 months ago - 1 comment

#360 - Update LensKit to new template + setuptools

Pull Request - State: closed - Opened by mdekstrand 7 months ago - 1 comment
Labels: build

#359 - Support time-bounded popularity

Issue - State: open - Opened by mdekstrand 8 months ago - 4 comments
Labels: enhancement, algorithms

#358 - Properly clone tuples

Pull Request - State: closed - Opened by mdekstrand 8 months ago - 1 comment
Labels: bug

#357 - Support reading rating data from DuckDB

Issue - State: open - Opened by mdekstrand 8 months ago
Labels: enhancement, idea

#356 - Support reading ML datasets directly from zip

Issue - State: closed - Opened by mdekstrand 8 months ago - 1 comment
Labels: data

#355 - Support Python 3.11 & Numba 0.58

Pull Request - State: closed - Opened by mdekstrand 9 months ago

#354 - Allow Pandas 2.x on LensKit 0.14

Pull Request - State: closed - Opened by mdekstrand 9 months ago

#352 - Add explicit user-item matrix class

Issue - State: closed - Opened by mdekstrand 10 months ago - 1 comment
Labels: enhancement, breaking, data

#351 - Remove legacy random code

Pull Request - State: closed - Opened by mdekstrand 10 months ago - 1 comment
Labels: internals

#350 - Clean up legacy extension imports

Pull Request - State: closed - Opened by mdekstrand 11 months ago - 1 comment
Labels: algorithms

#349 - Apply standard template and formatting

Pull Request - State: closed - Opened by mdekstrand 11 months ago - 2 comments
Labels: build

#348 - Use threadpoolctl for debug checks

Pull Request - State: closed - Opened by mdekstrand 11 months ago - 2 comments
Labels: internals

#347 - Add dataset fetching code

Pull Request - State: closed - Opened by mdekstrand 11 months ago - 1 comment

#346 - SPEC0 - Bump minimum library versions

Pull Request - State: closed - Opened by mdekstrand 11 months ago - 1 comment

#345 - Use Pyproject2Conda to manage build envs

Pull Request - State: closed - Opened by mdekstrand 11 months ago - 2 comments
Labels: build

#344 - Drop support for Python 3.8 and 3.9

Pull Request - State: closed - Opened by mdekstrand 11 months ago - 1 comment
Labels: dependencies

#343 - Drop legacy compat shims for SeedBank

Issue - State: closed - Opened by mdekstrand 11 months ago - 1 comment

#342 - Reformat LensKit with Ruff

Issue - State: closed - Opened by mdekstrand 11 months ago

#341 - Migrate LensKit to setuptools

Issue - State: closed - Opened by mdekstrand 11 months ago - 2 comments

#340 - Migrate LensKit to P2C

Issue - State: closed - Opened by mdekstrand 11 months ago

#339 - Small bug while importing `TopN`

Issue - State: open - Opened by RohanKarthikeyan 11 months ago
Labels: evaluation

#338 - Replace Numba with Python + Cython

Issue - State: closed - Opened by mdekstrand 11 months ago - 1 comment
Labels: internals

#337 - Drop Python before 3.10

Issue - State: closed - Opened by mdekstrand 11 months ago
Labels: dependencies

#336 - Support Python 3.11

Pull Request - State: closed - Opened by mdekstrand 12 months ago - 2 comments

#335 - Support Numba 0.58

Pull Request - State: closed - Opened by mdekstrand about 1 year ago - 2 comments
Labels: build

#334 - Add RBP top-N metric

Pull Request - State: closed - Opened by mdekstrand about 1 year ago - 2 comments
Labels: evaluation

#333 - Test with PyTest 7

Pull Request - State: closed - Opened by mdekstrand over 1 year ago - 2 comments
Labels: build

#332 - Test on Python 3.11

Pull Request - State: closed - Opened by mdekstrand over 1 year ago - 1 comment
Labels: build

#331 - Test on Python 3.11

Pull Request - State: closed - Opened by mdekstrand over 1 year ago - 1 comment
Labels: build

#329 - Best set up for MovieLens1M

Issue - State: closed - Opened by SavvinaDaniil over 1 year ago

#327 - Allow rng specification when partitions is None in crossfold.sample_rows

Issue - State: closed - Opened by SavvinaDaniil over 1 year ago - 1 comment
Labels: enhancement, evaluation

#326 - Bump minimum SciPy version to 1.3.2.

Pull Request - State: closed - Opened by mdekstrand almost 2 years ago - 2 comments
Labels: dependencies

#325 - Use common test infra

Pull Request - State: closed - Opened by mdekstrand almost 2 years ago - 2 comments
Labels: build

#323 - Support Numba 0.56 (#319)

Pull Request - State: closed - Opened by mdekstrand about 2 years ago - 2 comments
Labels: dependencies

#322 - Support Numba 0.56 in 0.14 series

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

#321 - Use external build tools for 0.14 fix releases

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

#320 - Backport build updates to 0.14 branch

Issue - State: closed - Opened by mdekstrand about 2 years ago - 1 comment
Labels: build

#319 - Update to support Numba 0.56

Issue - State: closed - Opened by mdekstrand about 2 years ago
Labels: dependencies

#318 - Add topical how-to guides to the manual

Issue - State: open - Opened by mdekstrand about 2 years ago
Labels: docs

#317 - Add intra-list similarity diversity metric

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

#316 - Add popularity metrics

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

#315 - Use lenskit-build-helpers instead of local tasks

Pull Request - State: closed - Opened by mdekstrand about 2 years ago - 2 comments

#313 - lenskit-implicit install doesn't work

Issue - State: closed - Opened by DataScienceUWL over 2 years ago - 2 comments

#312 - Fix nDCG truncation bug (#309)

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: bug, evaluation

#311 - Update build environment and deps

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: build, dependencies

#310 - Fix nDCG truncation bug (#309)

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 1 comment
Labels: bug

#309 - nDCG metric does not correctly truncate lists

Issue - State: closed - Opened by spawliko over 2 years ago - 4 comments
Labels: bug, evaluation

#308 - Remove support for Python 3.7 and NumPy <1.19

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: dependencies

#306 - Fix index output from top-N evaluation

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 1 comment
Labels: evaluation

#305 - Split parallel code into separate project

Issue - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: wontfix, internals

#304 - Add AllItemsCandidateSelector

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: algorithms

#303 - Add a hit metric to compute hit rates

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: evaluation

#302 - Document formulas for all metrics

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 1 comment
Labels: docs, evaluation

#301 - Disable SharedMemory on Windows and improve testing

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: internals

#300 - Reduce CI build load

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: build

#299 - Clean up missing documentation & bad links

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 1 comment
Labels: docs

#298 - Change ImplicitMF to default to not use ratings

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: algorithms, breaking

#297 - Add feedback modes to k-NN recommenders

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: algorithms

#296 - Add use_ratings switch to item-item k-NN

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: algorithms

#295 - Update Conda build matrix

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: build

#294 - Test Python 3.10 on Conda

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: dependencies

#293 - Correctly include missing user scores with multiple runs

Pull Request - State: closed - Opened by mdekstrand over 2 years ago - 2 comments
Labels: bug, evaluation

#292 - Test against Python 3.10 and Numba 0.55 pre-release

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: dependencies

#291 - Switch from PowerShell to Invoke tasks

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

#290 - Parallel processing locks when the OOM killer comes for a worker

Issue - State: open - Opened by mdekstrand almost 3 years ago - 1 comment
Labels: internals

#289 - include_missing fails in a few cases

Issue - State: closed - Opened by mdekstrand almost 3 years ago
Labels: bug, evaluation

#286 - Share BibTeX retrieval across LensKit projects

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

#285 - Clearly document all metrics

Issue - State: closed - Opened by mdekstrand almost 3 years ago
Labels: docs, evaluation

#284 - Upload coverage at end of build pipeline

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: build

#283 - Split TensorFlow into a separate package

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: algorithms

#282 - Move recommender bridges to separate packages

Issue - State: closed - Opened by mdekstrand almost 3 years ago
Labels: algorithms

#281 - Split implicit wrappers into new package

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: algorithms

#280 - Update to PEP 621 and better folder naming

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: build

#279 - Depend on Pandas 1.0 or newer

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: build, dependencies

#278 - Support Numba 0.54

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: dependencies

#277 - Remove MultiEval

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: batch, evaluation, breaking

#276 - Use conda-lock for build environments

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: build

#275 - Improve item-item docs and diagnostics for implicit feedback

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: algorithms

#274 - Fix flit-conda build

Pull Request - State: closed - Opened by mdekstrand almost 3 years ago - 2 comments
Labels: build

GitHub / lenskit/lkpy issues and pull requests