Book_4_《矩阵力量》 | 鸢尾花书:从加减乘除到机器学习;上架!
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Feb 1, 2025 - Jupyter Notebook
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matrix-factorization
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A Python implementation of LightFM, a hybrid recommendation algorithm.
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Jul 24, 2024 - Python
Fast Python Collaborative Filtering for Implicit Feedback Datasets
machine-learning collaborative-filtering matrix-factorization recommendation-system recommender-system recommendation
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Jul 11, 2024 - Python
LibRec: A Leading Java Library for Recommender Systems, see
java matrix collaborative-filtering matrix-factorization systems sparse recommender tensor-factorization collaborative tensor factorization filtering recommender-systems recommendation-algorithms probabilistic-graphical-models
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Jul 13, 2023 - Java
Deep recommender models using PyTorch.
python machine-learning deep-learning pytorch matrix-factorization learning-to-rank recommender-system
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Dec 21, 2022 - Python
A curated list of community detection research papers with implementations.
data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam
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Mar 16, 2024 - Python
Recommender Learning with Tensorflow2.x
neural-network afm python3 matrix-factorization recommender-system fm ffm ctr-prediction criteo dcn factorization-machine deepfm ncf xdeepfm pnn nfm deepcross tensorflow2 widedeep
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Apr 29, 2022 - Python
LAPACK development repository
linear-algebra matrix-factorization blas singular-values eigenvectors linear-equations lapack svd eigenvalues lapacke
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Sep 19, 2025 - Fortran
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
python deep-learning neural-network tensorflow collaborative-filtering matrix-factorization recommendation-system recommendation recommender-systems rating-prediction factorization-machine top-n-recommendations
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Jun 1, 2022 - Python
Fast Clojure Matrix Library
java api clojure gpu opencl matrix cuda matrix-factorization clojure-library matrix-functions gpgpu matrix-multiplication high-performance-computing gpu-computing vectorization matrix-calculations
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Sep 15, 2025 - Clojure
fastFM: A Library for Factorization Machines
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Jul 17, 2022 - Python
A Comparative Framework for Multimodal Recommender Systems
collaborative-filtering matrix-factorization recommendation-system recommendation-engine recommender-system recommendation-algorithms multimodality multimodal-learning
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Oct 4, 2025 - Python
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.
deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet
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May 25, 2023 - Python
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
machine-learning kernel word2vec deepwalk matrix-factorization transformer unsupervised-learning graph-kernel node2vec weisfeiler-lehman noise-contrastive-estimation graph-embedding graph2vec subgraph2vec graph-wavelet node-embedding struc2vec implicit-matrix-factorization diff2vec gemsec
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Nov 6, 2022 - Python
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
matlab matrix matrix-factorization tensor rpca matrix-completion tensor-decomposition subspace-tracking subspace-learning
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Mar 15, 2023 - MATLAB
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
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May 16, 2025 - Python
Nimfa: Nonnegative matrix factorization in Python
embeddings matrix-factorization latent-variable-models latent-features nonnegative-matrix-factorization
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Feb 12, 2021 - Python
Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)
afm slim pytorch collaborative-filtering matrix-factorization vae recommender-system factorization-machines ease k-nearest-neighbors item2vec deepfm neural-collaborative-filtering neumf cdae nfm svdpp biasmf
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Aug 8, 2024 - Python
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
statistics matlab linear-algebra solver openmp matrix-factorization matrix-functions scientific-computing expression-template gaussian-mixture-models armadillo blas math-library lapack linear-algebra-library sparse-matrix rcpparmadillo linear-solvers signal-processing-algorithms matrix-inverse
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Jun 25, 2024
pytorch version of neural collaborative filtering
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Jun 23, 2024 - Jupyter Notebook
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