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benfred
/
implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
https://benfred.github.io/implicit/
MIT License
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612
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Skip generating recs for missing users from test set
#525
benfred
closed
2 years ago
0
Use thrust::binary_search to verify negative samples on GPU
#524
benfred
closed
2 years ago
0
Reorganize sphinx docs
#523
benfred
closed
2 years ago
0
Rename react_users to item_users
#522
benfred
closed
2 years ago
0
Add methods for converting MF models to/from gpu
#521
benfred
closed
2 years ago
0
Speedup evaluation by using batch recommend functions
#520
benfred
closed
2 years ago
0
Questions about "cufoff" or "threshold" for positive prediction, and associated implications for evaluating performance
#519
chenrocky
closed
2 years ago
3
Dynamically detect CUDA availability
#518
benfred
closed
2 years ago
0
Multithreaded speedups for CPU models.
#517
benfred
closed
2 years ago
0
Minor GPU fixes
#516
benfred
closed
2 years ago
0
Add support for recalculate_users/items on the GPU
#515
benfred
closed
2 years ago
0
Fix pylint and clang-format errors
#514
benfred
closed
2 years ago
0
Use RMM for gpu memory management
#513
benfred
closed
2 years ago
0
Add unittest for NaNs occuring in ALS model
#512
benfred
closed
2 years ago
0
Use rapids-cmake for including FAISS
#511
benfred
closed
2 years ago
0
clang-format
#510
benfred
closed
2 years ago
0
Remove python2 support, fixup skbuild warnings
#509
benfred
closed
2 years ago
0
Use scikit-build for building extensions
#508
benfred
closed
2 years ago
0
Fix for recommend with 'items' filter
#507
benfred
closed
2 years ago
0
Use faiss for gpu inference
#506
benfred
closed
2 years ago
0
Fix ALS model when calculate_training_loss=True and iterations=0
#505
benfred
closed
2 years ago
0
Check user_items is a CSR matrix in recommend
#504
benfred
closed
2 years ago
1
Refactor lmf
#503
ita9naiwa
closed
2 years ago
1
Make approximate nearest neighbours models composable.
#502
benfred
closed
2 years ago
0
Fix ANN models to work with latest API changes
#501
benfred
closed
2 years ago
0
Build fix for setuptools > 60.0
#500
benfred
closed
2 years ago
0
Install problem: Cannot compile on platform 'posix' with 'nvidia' compiler
#499
andyfcx
closed
2 years ago
11
Replacing tqdm with tqdm.auto in lmf
#498
deethereal
closed
2 years ago
1
implicit.gpu._cuda.Matrix object has no attribute dot
#497
acho98
closed
2 years ago
1
Add filtering options for similar_users and similar_items
#496
benfred
closed
2 years ago
0
Add pylint and codespell to linters
#495
benfred
closed
3 years ago
0
Api refactor
#494
benfred
closed
2 years ago
0
Unify recommend/rank_items/recommend_all apis
#493
benfred
closed
3 years ago
0
Recommend users per product
#492
Patos91
closed
2 years ago
1
curious what you would recommend for real-time training + prediction models?
#491
victusfate
opened
3 years ago
6
Apple Silicon build
#490
jmsmcniff
closed
2 years ago
1
Unify API for rank_items/recommend/recommend_all
#489
benfred
closed
3 years ago
0
Filtering for similar_items and similar_items
#488
benfred
closed
2 years ago
0
Approximate nearest neighbour for BPR/LMF and GPU models
#487
benfred
closed
2 years ago
1
raise ImproperlyConfigured("Error loading pyodbc module: %s" % e) django.core.exceptions.ImproperlyConfigured: Error loading pyodbc module: dlopen(/Users/jayyadav/Desktop/lms/lms_env/lib/python3.8/site-packages/pyodbc.cpython-38-darwin.so, 2): Symbol not found: _SQLAllocHandle Referenced from: /Users/jayyadav/Desktop/lms/lms_env/lib/python3.8/site-packages/pyodbc.cpython-38-darwin.so Expected in: flat namespace in /Users/jayyadav/Desktop/lms/lms_env/lib/python3.8/site-packages/pyodbc.cpython-38-darwin.so
#486
jayyadav362
closed
3 years ago
1
Evaluation on GPU
#485
bakachan19
closed
2 years ago
2
Change model.fit to take a user_items sparse matrix
#484
benfred
closed
3 years ago
0
Already install implicit but still not work on notebook
#483
jsr940813
closed
3 years ago
2
Return numpy arrays from recommend methods
#482
benfred
closed
3 years ago
0
API Refactor
#481
benfred
closed
2 years ago
3
Switch to using pytest parameterize in als/bpr tests
#480
benfred
closed
3 years ago
0
Fix als test_rank_items on GPU
#479
benfred
closed
3 years ago
0
Fix als test_rank_items on GPU
#478
benfred
closed
3 years ago
0
recommend_all for GPU models
#477
benfred
closed
3 years ago
2
Feature Request: options when filter_already_liked_items is maxed out
#476
samtriolo
closed
2 years ago
4
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