63 results found Sort:

Visualize-ML
Book4_Power-of-Matrix Visualize-ML
1.2k
7.9k
unknown
68
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
linear matrix mathematics linear-algebra machine-learning matrix-factorization
Created 2022-07-02
324 commits to main branch, last one 2 months ago
lyst
lightfm lyst
679
4.6k
apache-2.0
88
A Python implementation of LightFM, a hybrid recommendation algorithm.
python recommender learning-to-rank machine-learning recommender-system matrix-factorization
Created 2015-07-30
483 commits to master branch, last one about a year ago
benfred
implicit benfred
608
3.4k
mit
77
Fast Python Collaborative Filtering for Implicit Feedback Datasets
recommendation machine-learning recommender-system matrix-factorization recommendation-system collaborative-filtering
Created 2016-04-17
435 commits to main branch, last one 6 months ago
guoguibing
librec guoguibing
1.0k
3.2k
other
235
LibRec: A Leading Java Library for Recommender Systems, see
java matrix sparse tensor systems filtering recommender collaborative factorization recommender-systems matrix-factorization tensor-factorization collaborative-filtering recommendation-algorithms probabilistic-graphical-models
Created 2014-01-09
1,112 commits to 3.0.0 branch, last one about a year ago
maciejkula
spotlight maciejkula
421
2.9k
mit
106
Deep recommender models using PyTorch.
python pytorch deep-learning learning-to-rank machine-learning recommender-system matrix-factorization
Created 2017-06-25
299 commits to master branch, last one 4 years ago
benedekrozemberczki
awesome-community-detection benedekrozemberczki
361
2.3k
cc0-1.0
109
A curated list of community detection research papers with implementations.
igraph bigclam deepwalk networkx node2vec embedding clustering data-science deep-learning factorization social-network network-science graph-clustering machine-learning network-analysis network-clustering community-detection matrix-factorization unsupervised-learning dimensionality-reduction
Created 2018-10-10
481 commits to master branch, last one 2 months ago
ZiyaoGeng
RecLearn ZiyaoGeng
493
1.8k
mit
35
Recommender Learning with Tensorflow2.x
fm afm dcn ffm ncf nfm pnn criteo deepfm python3 xdeepfm widedeep deepcross tensorflow2 ctr-prediction neural-network recommender-system matrix-factorization factorization-machine
Created 2020-03-29
49 commits to reclearn branch, last one 2 years ago
Reference-LAPACK
lapack Reference-LAPACK
419
1.4k
other
64
LAPACK development repository
svd blas lapack lapacke eigenvalues eigenvectors linear-algebra singular-values linear-equations matrix-factorization
Created 2016-04-29
2,998 commits to master branch, last one 7 days ago
cheungdaven
DeepRec cheungdaven
294
1.1k
gpl-3.0
56
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
python tensorflow deep-learning neural-network recommendation rating-prediction recommender-systems matrix-factorization factorization-machine recommendation-system top-n-recommendations collaborative-filtering
Created 2018-05-12
102 commits to master branch, last one 2 years ago
ibayer
fastFM ibayer
204
1.1k
other
28
fastFM: A Library for Factorization Machines
machine-learning recommender-system matrix-factorization factorization-machines
Created 2014-10-27
297 commits to master branch, last one 3 years ago
uncomplicate
neanderthal uncomplicate
60
1.0k
epl-1.0
43
Fast Clojure Matrix Library
api gpu cuda java gpgpu matrix opencl clojure gpu-computing vectorization clojure-library matrix-functions matrix-calculations matrix-factorization matrix-multiplication high-performance-computing
Created 2014-08-14
729 commits to master branch, last one 15 days ago
MaurizioFD
RecSys2019_DeepLearning_Evaluation MaurizioFD
250
982
agpl-3.0
39
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
bpr knn bprmf bprslim funksvd deep-learning neural-network slimelasticnet hyperparameters reproducibility matrix-completion recommender-system evaluation-framework matrix-factorization recommendation-system reproducible-research collaborative-filtering hybrid-recommender-system recommendation-algorithms content-based-recommendation
Created 2019-04-02
63 commits to master branch, last one 2 years ago
benedekrozemberczki
graph2vec benedekrozemberczki
168
879
gpl-3.0
20
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
gemsec kernel deepwalk diff2vec node2vec word2vec graph2vec struc2vec transformer graph-kernel subgraph2vec graph-wavelet node-embedding graph-embedding machine-learning weisfeiler-lehman matrix-factorization unsupervised-learning noise-contrastive-estimation implicit-matrix-factorization
Created 2018-07-10
87 commits to master branch, last one about a year ago
PreferredAI
cornac PreferredAI
134
833
apache-2.0
25
A Comparative Framework for Multimodal Recommender Systems
multimodality recommender-system multimodal-learning matrix-factorization recommendation-engine recommendation-system collaborative-filtering recommendation-algorithms
Created 2018-07-17
1,356 commits to master branch, last one 7 days ago
andrewssobral
lrslibrary andrewssobral
376
818
unknown
63
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
rpca matlab matrix tensor matrix-completion subspace-learning subspace-tracking matrix-factorization tensor-decomposition
Created 2014-11-07
88 commits to master branch, last one about a year ago
kakao
buffalo kakao
107
574
apache-2.0
27
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
cpp python machine-learning recommender-system matrix-factorization
Created 2019-08-27
549 commits to dev branch, last one 4 months ago
AmazingDD
daisyRec AmazingDD
86
545
mit
13
Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Co...
afm nfm vae cdae ease slim neumf svdpp biasmf deepfm pytorch item2vec recommender-system k-nearest-neighbors matrix-factorization factorization-machines collaborative-filtering neural-collaborative-filtering
Created 2019-12-02
297 commits to dev branch, last one about a year ago
mims-harvard
nimfa mims-harvard
134
530
other
36
Nimfa: Nonnegative matrix factorization in Python
embeddings latent-features matrix-factorization latent-variable-models nonnegative-matrix-factorization
Created 2011-07-06
560 commits to master branch, last one 3 years ago
conradsnicta
armadillo-code conradsnicta
121
463
unknown
53
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
blas lapack matlab openmp solver armadillo statistics math-library rcpparmadillo sparse-matrix linear-algebra linear-solvers matrix-inverse matrix-functions expression-template matrix-factorization scientific-computing linear-algebra-library gaussian-mixture-models signal-processing-algorithms
Created 2016-10-27
9 commits to main branch, last one 3 months ago
yihong-chen
neural-collaborative-filtering yihong-chen
150
453
unknown
8
pytorch version of neural collaborative filtering
python deep-learning recommender-systems matrix-factorization collaborative-filtering
Created 2018-03-16
28 commits to master branch, last one 27 days ago
cnclabs
smore cnclabs
82
376
mit
26
SMORe: Modularize Graph Embedding for Recommendation
knowledge-graph network-embedding matrix-factorization representation-learning
Created 2016-11-20
211 commits to master branch, last one about a year ago
Gsunshine
Enjoy-Hamburger Gsunshine
20
316
gpl-3.0
7
[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
deq implicit attention optimization matrix-factorization differentiable-programming
Created 2021-02-24
21 commits to main branch, last one about a year ago
benedekrozemberczki
AttentionWalk benedekrozemberczki
48
312
gpl-3.0
10
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
nips torch neurips pytorch sklearn walklet deepwalk node2vec word2vec attention tensorflow neurips-2018 deep-learning graph-attention machine-learning matrix-factorization structural-attention graph-neural-networks implicit-factorization graph-representation-learning
Created 2019-01-11
84 commits to master branch, last one about a year ago
khanhnamle1994
MetaRec khanhnamle1994
77
295
unknown
6
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
wandb django cometml pytorch ranking tensorflow tensorboard autoencoders deep-learning meta-learning movielens-dataset boltzmann-machines recommender-systems matrix-factorization multilayer-perceptron collaborative-filtering
Created 2019-09-26
315 commits to master branch, last one 3 years ago
hiroyuki-kasai
NMFLibrary hiroyuki-kasai
95
292
mit
17
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
nmf divergence orthogonal data-analysis matlab-toolbox online-learning gradient-descent robust-optimization clustering-algorithm matrix-factorization stochastic-optimizers sparse-representations optimization-algorithms constrained-optimization nonnegativity-constraints nonnegative-matrix-factorization probabilistic-matrix-factorization
Created 2017-04-04
149 commits to master branch, last one about a year ago
sisinflab
elliot sisinflab
49
266
apache-2.0
13
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
nfm vae k-nn slim bprmf keras svdpp deepfm funksvd tensorflow2 knowledge-graph recommendations machine-learning recommender-system k-nearest-neighbours matrix-factorization collaborative-filtering content-based-recommendation neural-collaborative-filtering
Created 2020-10-23
628 commits to master branch, last one 7 months ago
benedekrozemberczki
GEMSEC benedekrozemberczki
49
251
gpl-3.0
15
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
m-nmf deezer gemsec gensim deepwalk facebook node2vec word2vec embedding clustering tensorflow neural-network graph-embedding machine-learning network-embedding community-detection matrix-factorization unsupervised-learning implicit-factorization semisupervised-learning
Created 2018-01-23
157 commits to master branch, last one about a year ago
evfro
polara evfro
23
249
mit
13
Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.
evaluation recommender-system matrix-factorization tensor-factorization top-n-recommendations collaborative-filtering
Created 2016-07-15
617 commits to master branch, last one 3 years ago
lsjsj92
recommender_system_with_Python lsjsj92
95
182
unknown
2
recommender system tutorial with Python
openai python chatgpt recommender recommendations machine-learning recommender-system matrix-factorization recommendation-engine recommendation-system collaborative-filtering
Created 2020-01-27
20 commits to master branch, last one about a year ago
jrzaurin
RecoTour jrzaurin
39
176
unknown
21
A tour through recommendation algorithms in python [IN PROGRESS]
python3 lightgbm deep-learning matrix-factorization collaborative-filtering recommendation-algorithms
Created 2018-05-22
251 commits to master branch, last one 2 years ago