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takuti
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Recommendation.jl
Building recommender systems in Julia
https://takuti.github.io/Recommendation.jl/latest/
MIT License
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Update compat bounds
#67
AbrJA
opened
5 months ago
0
Fix JuliaCon proceeding paper compilation error
#66
takuti
opened
1 year ago
1
Update cross validation interfaces per recent updates on `evaluate()`
#65
takuti
closed
1 year ago
1
Optimize `recommend()` with bulk prediction
#64
takuti
closed
1 year ago
1
Preparing for JuliaCon proceeding paper submission
#63
takuti
closed
1 year ago
1
Adding new Users and Items and partially train existing Models
#62
sgaseretto
opened
2 years ago
0
Update/optimize evaluation modules with a benchmark script for testing multiple data-recommender-model pairs
#61
takuti
closed
1 year ago
1
Prepare for cross validation-based benchmarking
#60
takuti
closed
2 years ago
1
Implement BPR Matrix Factorization recommender
#59
takuti
closed
2 years ago
0
Support ranking loss for factorization machines
#58
takuti
opened
2 years ago
1
Implement intra-list diversity and serendipity metrics
#57
takuti
closed
2 years ago
0
Introduce a wrapper class for hyper-parameter set
#56
takuti
opened
2 years ago
0
Add aggregated non-accuracy metrics for diversity and novelty
#55
takuti
closed
2 years ago
1
Add simple coverage metric between two lists
#54
takuti
closed
2 years ago
1
Add coverage, diversity, and serendipity metrics for recommendation lists
#53
takuti
closed
2 years ago
0
Create a comprehensive tutorial with notebooks
#52
takuti
opened
2 years ago
1
Unify `predict` and `ranking` for simplicity
#51
takuti
closed
2 years ago
1
Benchmark recommenders with `fit!` optimization and refactoring
#50
takuti
closed
2 years ago
2
Refactor testing modules with `@testset`
#49
takuti
closed
2 years ago
0
Add `load_libsvm_file` function to parse libsvm data
#48
takuti
closed
2 years ago
1
Port `takuti/SyntheticImplicitFeedback.jl` to `synthetic.jl`
#47
takuti
closed
2 years ago
1
Add synthetic user-item interaction generator for experiments
#46
takuti
closed
2 years ago
0
Add dataset loader docstrings to /getting_started page
#45
takuti
closed
2 years ago
1
Reorganize unit tests with `@testsets`
#44
takuti
closed
2 years ago
0
Add `load_lastfm` data loader to get the user-artist listening frequency data
#43
takuti
closed
2 years ago
2
Add ML-latest-small loader with `binarize_multi_label`
#42
takuti
closed
2 years ago
1
Add Amazon Reviews dataset loader
#41
takuti
closed
2 years ago
1
Fix ML100k data to be loadeed even with path=nothing
#40
takuti
closed
2 years ago
1
Generalize user-item event as an entity-entity interaction
#39
takuti
opened
2 years ago
0
Bump lower bound of Julia version to 1.6
#38
takuti
closed
2 years ago
1
Load user/item categorical attributes from MovieLens 100k data
#37
takuti
closed
2 years ago
1
Support onehot encoding for categorical features
#36
takuti
closed
2 years ago
1
Download full ml-100k.zip with ZipFile.jl
#35
takuti
closed
2 years ago
1
Increase memory efficiency with SparseArrays
#34
takuti
opened
2 years ago
0
Bump lower bound of Julia version to 1.6
#33
takuti
closed
2 years ago
0
Support loading `libsvm` data format
#32
takuti
closed
2 years ago
0
Implement MovieLens100k data file parser
#31
takuti
closed
2 years ago
1
Support BPR loss for matrix factorization
#30
takuti
closed
2 years ago
1
Implement `load_xxx` module to ease leading common datasets
#29
takuti
closed
2 years ago
3
Rename `build!` to `fit!` to align with the ML standard
#28
takuti
closed
2 years ago
1
Introduce `fit!` method as a synonym of `build!`
#27
takuti
closed
2 years ago
0
Benchmark with all {recommender, metric, dataset} pairs in the package
#26
takuti
opened
2 years ago
1
TagBot trigger issue
#25
JuliaTagBot
closed
2 years ago
3
Standardize missing value representation/handling logic
#24
takuti
closed
2 years ago
1
Flexible categorical data representation with one-hot encoding
#23
takuti
closed
2 years ago
1
Enable to initialize params with random numbers when training
#22
takuti
closed
2 years ago
1
Make `MF` alias of `MatrixFactorization` fo readability
#21
takuti
closed
2 years ago
0
Redesign how to represent/handle missing values in user-item matrices
#20
takuti
closed
2 years ago
1
Fix most popular count
#19
takuti
closed
3 years ago
1
Enable Documenter via GitHub Actions
#18
takuti
closed
3 years ago
0
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