NicolasHug/Surprise issues and pull requests

#481 - How does Surprise compare to LightFM?

Issue - State: open - Opened by hichemfantar 14 days ago - 8 comments

#480 - Test against np2

Pull Request - State: open - Opened by NicolasHug 17 days ago

#479 - Update RTD setup and create .readthedocs.yaml

Pull Request - State: closed - Opened by NicolasHug about 1 month ago

#478 - Prepare for 1.1.4 release

Pull Request - State: closed - Opened by NicolasHug about 1 month ago

#477 - Add pyproject.toml file to support Python 3.12

Pull Request - State: closed - Opened by rodrigc about 2 months ago - 1 comment

#476 - Implement packaging using `pyproject.toml`

Pull Request - State: closed - Opened by abhi8893 2 months ago - 9 comments

#475 - Update GH Action versions

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

#474 - Run sdist install CI jobs on 3.11 and 3.12 as well

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

#473 - Compatibility with Python 3.12

Issue - State: closed - Opened by kwasiewicz002 6 months ago - 10 comments

#472 - Unexpected RMSE Differences in SVD Models with almost the same Training Data

Issue - State: open - Opened by Gsj49 6 months ago

#471 - How to do kfold crossvalidation on trainset (eg splitting movielens-100k using u1 split. then kfold crossvalidation on u1.base, test on u1.test)

Issue - State: closed - Opened by seanv507 7 months ago - 1 comment

#470 - Couldn't install Surprise

Issue - State: closed - Opened by b856741 11 months ago - 6 comments

#469 - No timestamp data in trainset

Issue - State: closed - Opened by tseesurenb about 1 year ago - 1 comment

#468 - Couldn't install Surprise in windows

Issue - State: closed - Opened by srkpriyanka95 about 1 year ago - 6 comments

#467 - Update predict_ratings.py

Pull Request - State: open - Opened by moomoofarm1 about 1 year ago

#466 - How to remove NumPy installation in setup.py

Issue - State: closed - Opened by tpian928 about 1 year ago - 5 comments

#465 - Wrong mapping of the raw IDs to the internal IDs

Issue - State: open - Opened by benhaf over 1 year ago

#464 - GridSearchCV always recommends the first parameter combination as best

Issue - State: open - Opened by n-srinidhi over 1 year ago - 2 comments

#463 - Possible memory leakage in SVDpp

Issue - State: open - Opened by amohar2 over 1 year ago - 1 comment

#462 - Cross-validation kNN wrong results on custom dataset

Issue - State: open - Opened by julx134 over 1 year ago

#461 - fix typo

Pull Request - State: closed - Opened by lenatech over 1 year ago - 1 comment

#460 - trainset do not recommend new products

Issue - State: open - Opened by BabulalS over 1 year ago

#459 - create dataset folder only when needed

Pull Request - State: open - Opened by sbrnaderi over 1 year ago

#458 - Issues with running Suprise on M1 mac

Issue - State: open - Opened by kauuu over 1 year ago - 1 comment

#457 - Error: Sample larger than population or is negative?

Issue - State: open - Opened by oanaale95 over 1 year ago - 1 comment

#456 - How do I apply ALS minimization in SVD?

Issue - State: open - Opened by Shariar076 over 1 year ago - 1 comment

#455 - A bug when importing data from DataFrame

Issue - State: closed - Opened by Alaskyed over 1 year ago - 2 comments

#454 - What to do if the dataset I want to read has more than three parameters

Issue - State: open - Opened by GustaMatos0 over 1 year ago - 1 comment

#453 - Can Surprise work with PySpark?

Issue - State: open - Opened by KurmangazyKarabekov over 1 year ago

#452 - question - surprise for implicit rating data?

Issue - State: closed - Opened by SSMK-wq over 1 year ago - 1 comment

#451 - build_anti_testset() takes along time and at the end it doesnot work

Issue - State: open - Opened by bodymostafa123 over 1 year ago - 2 comments

#450 - Using Cross Validate with a Pandas Dataframe, running into datatype error

Issue - State: open - Opened by JackRaines over 1 year ago

#449 - How can i install in apple silicon

Issue - State: open - Opened by zhenglaizhang over 1 year ago

#448 - Improve similarities performance

Pull Request - State: open - Opened by mihaiblidaru over 1 year ago - 1 comment

#447 - Error installing package using poetry or using pip with --use-pep517 flag. PEP 517, 518, 621 and 631 compliance

Issue - State: open - Opened by mihaiblidaru over 1 year ago - 4 comments

#446 - how can svd in surprise predict ratings for new user or new item that svd does not even know them in the training set

Issue - State: open - Opened by bodymostafa123 over 1 year ago - 4 comments

#445 - Update knns.py

Pull Request - State: closed - Opened by Raphael-Dayan over 1 year ago

#444 - Fix move package version to main script

Pull Request - State: open - Opened by SaschaAtOmina over 1 year ago

#443 - Usage of scikit-surprise as a dynamic dependency is not possible

Issue - State: open - Opened by SaschaAtOmina over 1 year ago - 1 comment

#442 - Enabling pickling of knn-based recommender system algorithms

Pull Request - State: closed - Opened by SaschaAtOmina almost 2 years ago - 1 comment

#441 - Only `BaselineOnly` algo can be dumped

Issue - State: closed - Opened by SaschaAtOmina almost 2 years ago - 2 comments

#440 - TypeError: no default reduce due to non-trivial cinit

Issue - State: closed - Opened by Ian2012 almost 2 years ago - 1 comment

#439 - Prepare 1.1.3 release

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#438 - Fix dump issue by converting memviews into numpy arrays before setting them as attribute

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#437 - Unable to dump saved model

Issue - State: closed - Opened by hlian188 almost 2 years ago - 2 comments

#436 - Surprise on the dataset without rating column

Issue - State: open - Opened by chetanambi almost 2 years ago

#435 - Cannot import Dataset from Surprise (unknown location)

Issue - State: closed - Opened by ayanatherate almost 2 years ago - 1 comment

#434 - Raw IDs read from csv file are no longer strings??

Issue - State: closed - Opened by Techie5879 almost 2 years ago - 2 comments

#433 - Can't dump SVD++ model

Issue - State: closed - Opened by mkmacphe almost 2 years ago - 6 comments

#432 - blop

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#431 - benchmark on 1m

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#430 - http -> https

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#429 - Prepare release 1.1.2

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago - 1 comment

#428 - Reduce python anotations in cython files (except co-clustering)

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#427 - Replace np.int with np.int_

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#426 - Try removing numpy dep message

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#425 - Update min versions of dependencies and drop 3.7

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#424 - Fix link to scikits doc

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#423 - Fix docs

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#422 - NOMRG, Big revert

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#421 - Add benchmark CI job

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#420 - Apply black, usort and flake8, and create linting job

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#419 - Remove travis stuff

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#418 - Create GitHub Action CI test

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#417 - Remove six, Remove future, update cython compiler directives, set python_requires=">=3.7"

Pull Request - State: closed - Opened by NicolasHug almost 2 years ago

#416 - Fix typo in Contributing.md

Pull Request - State: closed - Opened by ravicube almost 2 years ago

#415 - docs: Fix a few typos

Pull Request - State: closed - Opened by timgates42 almost 2 years ago - 1 comment

#414 - How can I get recommendations based on multiple items for a user-based engine?

Issue - State: open - Opened by ziyadmsq almost 2 years ago - 2 comments

#413 - "Was_impossible" meaning

Issue - State: open - Opened by mfahadakbar almost 2 years ago - 1 comment

#412 - Binary recommendation

Issue - State: open - Opened by VishnuBhaarath about 2 years ago - 1 comment

#411 - Algorithms don't return more than a certain number of recommendations per user

Issue - State: open - Opened by abdollahpouri about 2 years ago - 3 comments

#410 - Is there a way to add custom similarity metrics?

Issue - State: open - Opened by agb2k about 2 years ago - 1 comment

#409 - Using Surprise on more than 3 columns

Issue - State: open - Opened by sumit-mandal about 2 years ago - 3 comments

#408 - Model Explainability and interpretability

Issue - State: open - Opened by sumit-mandal over 2 years ago - 1 comment

#407 - How can I solve this problem

Issue - State: closed - Opened by per-ly over 2 years ago - 1 comment

#406 - path should be string, bytes, os.PathLike or integer, not NoneType

Issue - State: open - Opened by esysss over 2 years ago - 2 comments

#405 - Predictions are not made for users that don't give rating to a specific item and build_anti_testset() is not helping

Issue - State: open - Opened by alpermisirli over 2 years ago - 1 comment

#404 - How to find the compute_similarities() of neighbours in KNNMean() Algorithm

Issue - State: open - Opened by KhizarSultan over 2 years ago - 1 comment

#403 - Fix 'rank_test_fcp' order in grid search cv_results.

Pull Request - State: closed - Opened by lapidshay over 2 years ago

#402 - AndreasK9

Issue - State: open - Opened by AndreasK9 over 2 years ago

#401 - Significantly improve performance of SVD and SVDpp (cleaner)

Pull Request - State: closed - Opened by ProfHercules over 2 years ago - 2 comments

#400 - Significantly improve performance of SVD and SVDpp

Pull Request - State: closed - Opened by ProfHercules over 2 years ago - 1 comment

#399 - Surprise ImportError

Issue - State: open - Opened by patwanjau over 2 years ago - 5 comments

#398 - Dead link

Issue - State: closed - Opened by seanhly over 2 years ago - 1 comment

#397 - Installation from GitHub

Issue - State: closed - Opened by anargyri over 2 years ago - 1 comment

#396 - feature request clustering vs prediction

Issue - State: closed - Opened by priamai about 3 years ago - 2 comments

#395 - How can I solve this problem

Issue - State: open - Opened by auggieyd about 3 years ago - 1 comment

#394 - Rapids.ai

Issue - State: closed - Opened by pavo-tusker about 3 years ago - 1 comment

#393 - pip installation with Scikit-surprise in AWS sam Error

Issue - State: open - Opened by thabied about 3 years ago - 3 comments

#392 - Should I use this for unary data?

Issue - State: open - Opened by manomoul about 3 years ago - 1 comment

#391 - How does surprise specifically deals with the cold-start problem?

Issue - State: open - Opened by vitor-rolla about 3 years ago - 1 comment

#390 - algo.qi dimension smaller than num_items (without CV)

Issue - State: closed - Opened by lbialik about 3 years ago - 1 comment

#387 - Surprise GridSearchCV with Pipeline and custom Transformers

Issue - State: open - Opened by agatr over 3 years ago - 1 comment

#381 - Add support for early stopping

Issue - State: open - Opened by yslking over 3 years ago - 1 comment

#380 - A quick inquiring about the link for papers.

Issue - State: closed - Opened by cuilongyin over 3 years ago - 1 comment

#379 - GridSearchCV with NMF not use all cores

Issue - State: open - Opened by DiegoCorrea over 3 years ago - 1 comment

#373 - Surprise on multiple machines

Issue - State: open - Opened by steventartakovsky-vungle over 3 years ago - 2 comments

#368 - Own prediction problem: Extreme memory use, any solution?

Issue - State: open - Opened by rodrigoi96 almost 4 years ago - 2 comments

#367 - [FIX] NMF: Handle 0 ratings

Pull Request - State: closed - Opened by VesnaT almost 4 years ago - 1 comment

#339 - Discounted Cumulative Gain and other discounting metrics are missing from Surprise

Issue - State: open - Opened by RokoMijic over 4 years ago - 4 comments

GitHub / NicolasHug/Surprise issues and pull requests