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lyst
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lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
Apache License 2.0
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Batch/iteratively build dataset class and train model for big data
#611
fmcquarrie3
closed
3 years ago
1
Cannot run predictions in batches
#610
maffka123
opened
3 years ago
2
Hybrid Recommender: Adding new users and items to an existing model
#609
sgaseretto
opened
3 years ago
1
Question regarding how preferences are modeled with BPR loss
#608
julioasotodv
opened
3 years ago
1
Recall @ K
#607
kfcislif3
opened
3 years ago
1
can we score item based on item status or category
#606
rabindra-c24
opened
3 years ago
0
Can I employ item "masking" in model evaluation to eliminate cold start scenarios?
#605
RationallyPrime
opened
3 years ago
0
[Troubleshooting] Illegal Instruction when calling model.predict in Docker image
#604
parhamfh
closed
3 years ago
2
Predict Function And User/Item Embeddings/Feature Matrices Shape Missmatch
#603
JacobMaciejewski
opened
3 years ago
0
Computing ranks from predictions
#602
Myname10
opened
3 years ago
0
Question: Get the loss from the model
#601
HenrikRehbinder
opened
3 years ago
0
Custom metric
#600
Myname10
opened
3 years ago
0
Random split does not work correctly
#599
Myname10
closed
3 years ago
0
Can I use continuous variables as features. Such as Age, or Doc2Vec vector components.
#598
HenrikRehbinder
opened
3 years ago
4
Similar_users / get_user_representations
#597
High-Bee
opened
3 years ago
0
User/Item feature selection
#596
sacrosanct007
opened
3 years ago
1
Obtaining feature importance/Sensitivity for model interpretability
#595
sacrosanct007
opened
3 years ago
0
Epoch log of model is output to standard error
#594
its-ogawa
opened
3 years ago
0
Using feature vectors of just 1 feature
#593
mcarretta
opened
3 years ago
0
ValueError: Sample weight and interaction matrix entries must be in the same order
#592
Sachet12345
opened
3 years ago
2
Added cold-start example along with instructions to build user/item features
#591
V-Sher
opened
3 years ago
3
Add new unit test for type checking logic
#590
markdouthwaite
opened
3 years ago
0
Majority of the top N recommended items for users are mostly similar
#589
mrtztg
closed
3 years ago
6
Update to ensure user-item type handling parity in predict method
#588
markdouthwaite
closed
3 years ago
2
Update API tests to use loss correctly
#587
markdouthwaite
closed
3 years ago
2
very huge matrix cause crash
#586
mrtztg
closed
3 years ago
4
Tutorial on deployment of lightfm model to production
#585
smdshakeelhassan
opened
3 years ago
1
Illegal Hardware Instruction with Lightfm=1.16 from conda-forge
#584
SimonCW
closed
3 years ago
3
Changing item_ids to predict, changes order of results
#583
andrzejchomiczewski
opened
3 years ago
0
Starting on FAQ and Helpful Discussions
#582
SimonCW
closed
2 years ago
2
Including item_features predicts same score for every item
#581
pratik-a-sudo
closed
3 years ago
2
Illegal instruction (core dumped) soon after starting to fit
#580
pedro-f-nogueira
opened
3 years ago
2
Sentence as an item feature
#579
rohit-bhatia
opened
3 years ago
1
How to recommend more items with high rating
#578
nikosece
opened
3 years ago
0
Dealing with Missing Item Features
#577
keryums
closed
3 years ago
3
lightfm features size issues
#576
elliebiessek
closed
3 years ago
5
TypeError: unhashable type: 'list'
#575
joy5075
closed
3 years ago
2
Refactor/docs
#574
SimonCW
closed
3 years ago
4
Change long description content type to markdown.
#573
maciejkula
closed
3 years ago
0
Bump version to v1.16.
#572
maciejkula
closed
3 years ago
0
How to create feature_matrix when using hybrid model
#571
dabasmoti
closed
3 years ago
2
Item id 5863.0 not in item id mapping. Make sure you call the fit method
#570
waeldimassi
opened
3 years ago
1
Make LightFM supports CuPy sparse matrices
#569
igorkf
opened
3 years ago
1
replicate precision@k score with predict method (rather than predict_rank)
#568
tinawenzel
closed
3 years ago
5
Incorporating Time-Dependent Interactions
#567
guyba-tr
opened
3 years ago
0
Call predict() for every user, every item
#566
lkurlandski
opened
3 years ago
5
How do I input numerical features in item features?
#565
connectwithprakash
opened
3 years ago
2
How to add a new user or item to the model ?
#564
johannbuscail
opened
3 years ago
1
setup: Allow CFLAGS to set arch when a native build isn't desirable
#563
chyzzqo2
closed
3 years ago
2
Provide a way to remove arch=native
#562
chyzzqo2
closed
3 years ago
0
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