matrix-factorization · GitHub Topics

Visualize-ML / Book4_Power-of-Matrix

#计算机科学#Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！

linear linear-algebra 机器学习数学 Matrix matrix-factorization

Jupyter Notebook 9.14 k

1 个月前

lyst / lightfm

#计算机科学#A Python implementation of LightFM, a hybrid recommendation algorithm.

翻译 - LightFM的Python实现，一种混合推荐算法。

机器学习 recommender Python matrix-factorization learning-to-rank recommender-system

Python 4.87 k

8 个月前

benfred / implicit

#计算机科学#Fast Python Collaborative Filtering for Implicit Feedback Datasets

collaborative-filtering 机器学习 matrix-factorization recommender-system recommendation-system recommendation

Python 3.63 k

8 个月前

guoguibing / librec

LibRec: A Leading Java Library for Recommender Systems, see

recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization recommender systems factorization Matrix tensor collaborative filtering sparse Java

Java 3.25 k

2 年前

maciejkula / spotlight

#计算机科学#Deep recommender models using PyTorch.

recommender-system 深度学习 learning-to-rank Python 机器学习 matrix-factorization PyTorch

Python 3.01 k

2 年前

benedekrozemberczki / awesome-community-detection

#计算机科学#A curated list of community detection research papers with implementations.

翻译 - 精选的社区检测研究论文及其实现。

graph-clustering network-clustering clustering dimensionality-reduction factorization embedding 深度学习 matrix-factorization igraph networkx network-science social-network network-analysis node2vec deepwalk unsupervised-learning 数据科学机器学习 community-detection

Python 2.35 k

1 年前

ZiyaoGeng / RecLearn

Recommender Learning with Tensorflow2.x

recommender-system Python ctr-prediction 神经网络 tensorflow2 deepfm afm xdeepfm pnn widedeep nfm dcn fm ffm matrix-factorization

Python 1.92 k

3 年前

Reference-LAPACK / lapack

LAPACK development repository

linear-algebra lapack blas lapacke eigenvalues matrix-factorization svd

Fortran 1.59 k

1 个月前

cheungdaven / DeepRec

#计算机科学#An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

翻译 - 一个基于Tensorflow的基于深度学习的推荐开源工具包。

recommender-systems 深度学习 Tensorflow recommendation recommendation-system 神经网络 Python collaborative-filtering rating-prediction top-n-recommendations matrix-factorization

Python 1.14 k

3 年前

uncomplicate / neanderthal

Fast Clojure Matrix Library

Clojure Matrix gpu gpu-computing gpgpu opencl CUDA high-performance-computing vectorization API matrix-factorization matrix-multiplication matrix-functions matrix-calculations Java

Clojure 1.09 k

13 天前

ibayer / fastFM

#计算机科学# fastFM: A Library for Factorization Machines

机器学习 recommender-system factorization-machines matrix-factorization

Python 1.08 k

3 年前

MaurizioFD / RecSys2019_DeepLearning_Evaluation

#计算机科学#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.

翻译 - 这是我们在RecSys 2019中发表的文章的资料库，``我们真的取得了很大进展吗？对最近的神经推荐方法的担忧分析''

recommender-system recommendation-system recommendation-algorithms 深度学习 evaluation-framework 神经网络 collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility reproducible-research knn matrix-factorization

Python 987

2 年前

PreferredAI / cornac

A Comparative Framework for Multimodal Recommender Systems

recommender-system recommendation-algorithms recommendation-engine matrix-factorization collaborative-filtering multimodal-learning recommendation-system multimodality

Python 933

14 天前

benedekrozemberczki / graph2vec

#计算机科学#A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

翻译 - “ graph2vec：学习图的分布式表示形式”（MLGWorkshop 2017）的并行实现。

graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec weisfeiler-lehman Kernel matrix-factorization 机器学习 unsupervised-learning transformer

Python 908

2 年前

andrewssobral / lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

matrix-factorization tensor MATLAB Matrix

MATLAB 851

2 年前

kakao / buffalo

#计算机科学#TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

翻译 - TOROS Buffalo：一个快速且可扩展的可立即投入生产的开源项目，用于推荐系统

Python C++recommender-system 机器学习 matrix-factorization

Python 574

6 个月前

AmazingDD / daisyRec

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...

recommender-system matrix-factorization factorization-machines k-nearest-neighbors PyTorch slim collaborative-filtering deepfm nfm vae afm

Python 552

7 个月前