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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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Can't seem to install with with poetry 1.2.0
#660
TNonet
closed
1 year ago
9
can i set different n_components (the embedding dimension) for user, item and interactions
#659
WenY2020
opened
1 year ago
0
It is unclear why evaluation metrics (auc_score, precision_at_k) fail when train and test data have high overlap
#658
Richie-Peak
opened
1 year ago
0
Dividing data into train/test based on Time
#657
Richie-Peak
opened
1 year ago
1
Do momentum and gradients required for predictions?
#656
dbalabka
opened
1 year ago
0
[Feature request] NDCG metric for model evaluation
#655
jpzhangvincent
opened
1 year ago
0
Duplicate user-item pairs
#654
giorgiozannini
opened
1 year ago
1
docs: fix simple typo, secion -> section
#653
timgates42
closed
1 year ago
1
Getting duplicates in predictions
#652
gogaurav
closed
1 year ago
1
Do I need to provide item/user features for predict() if I've already include the features in fit()?
#651
ryanzh
opened
2 years ago
0
Converting ranks into probability to calculate average precision
#650
shay292929
opened
2 years ago
1
Question: What happens if a meta-data feature is specific for a single item or user?
#649
ilaria-speranza
opened
2 years ago
0
issue on user_ids parameter. This must be either int or np.int32 array. Type received: <class 'numpy.int64'>**
#648
marcusau
opened
2 years ago
0
How do I choose the proper threshold for result of predict?
#647
Beytab
closed
1 year ago
2
Offline install
#646
Beytab
opened
2 years ago
0
recommendations for cold start users when model trained without user_features?
#645
zahraegh
opened
2 years ago
1
`pip install lightfm` fails
#644
JapanYoshi
opened
2 years ago
12
Implicit positive and negative feedback
#643
sdaza
opened
2 years ago
2
model.predict() and embedding multiplication gave different results
#642
viyx
closed
2 years ago
5
Fitting model returns `AttributeError: 'list' object has no attribute 'tocsr'
#641
lautaropacella
closed
2 years ago
0
How to Calculated Highest-Recommended item(s) across groups of users/rows?
#640
MaxPowerWasTaken
opened
2 years ago
1
ValueError: The user feature matrix specifies more features than there are estimated feature embeddings: 19400 vs 81728.
#639
levalencia
opened
2 years ago
1
LightFM how to make predictions for new users (cold start) - user id 8 not in user id mappings
#638
levalencia
opened
2 years ago
2
Excluding some negatives from training
#637
mmosc
opened
2 years ago
0
Initial Test CI with GH actions
#636
SimonCW
opened
2 years ago
0
Update dependencies for creating Docs
#635
SimonCW
closed
2 years ago
0
Update docs.
#634
SimonCW
closed
2 years ago
0
Provide binary wheels for pypi for MacOS M1 (and others)
#633
SimonCW
opened
2 years ago
1
Refactor & Cleanup setup.py / setup.cfg
#632
SimonCW
opened
2 years ago
6
how does m1 mac install lightfm ?
#631
hallucination11
closed
2 years ago
4
Add pre-commit config to repository
#630
SimonCW
closed
2 years ago
0
Upgrade deprecated circleci images
#629
SimonCW
closed
2 years ago
1
precision_at_k is slower than training
#628
dpalbrecht
opened
2 years ago
2
Security Test
#627
aWJtC
closed
2 years ago
1
Upgrade from depreacted version 1 compose
#626
SimonCW
closed
2 years ago
0
Evaluating lightfm models for some items only
#625
bninopaul
opened
2 years ago
0
Provide access to average loss values from each epoch
#624
52b640
opened
2 years ago
1
Skip march=native for apple
#623
SimonCW
closed
2 years ago
3
Broken installation from pip on Mac M1 (with miniconda)
#622
andrealesani
opened
2 years ago
1
Problem integrating users who are not in the train dataset, but have old registration and many rows
#621
mustafaabudakk
closed
2 years ago
1
RMSE for Explicit Data
#620
htcml
opened
2 years ago
0
Buffer dtype mismatch, expected 'int' but got 'long'
#619
BelkissDS
opened
2 years ago
1
Ways to resolve Popularity Bias in warp or bpr?
#618
waheed0332
opened
2 years ago
0
model.predict() and embedding multiplication gave different results
#617
iDataist
closed
1 year ago
3
Feature formatting
#616
soufianeelalami
opened
2 years ago
0
Data Splitting Strategies besides Random Split
#615
kennethleungty
opened
2 years ago
2
Can the user user features for train be used for test if the data is chronological
#614
ankurrajdev
opened
2 years ago
0
Is there a way to get item to user rank instead of user to item rank?
#613
darwinharianto
opened
2 years ago
0
LightFM fails to build Docker Container on Apple M1
#612
acicca01
closed
2 years ago
1
Batch/iteratively build dataset class and train model for big data
#611
fmcquarrie3
closed
2 years ago
1
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