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Visualize-ML / Book4_Power-of-Matrix

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

9499

1450

7 个月前

lyst / lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

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

Python

4983

714

1 年前

benfred / implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

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

Python

3699

622

1 年前

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

3260

1029

2 年前

maciejkula / spotlight

Deep recommender models using PyTorch.

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

Python

3024

423

3 年前

benedekrozemberczki / awesome-community-detection

A curated list of community detection research papers with implementations.

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

2397

361

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

1952

500

3 年前

Reference-LAPACK / lapack

LAPACK development repository

linear-algebra lapack blas lapacke eigenvalues matrix-factorization svd

Fortran

1697

476

3 天前

cheungdaven / DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

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

1159

293

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

1104

4 天前

ibayer / fastFM

fastFM: A Library for Factorization Machines

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

Python

1086

206

3 年前

MaurizioFD / RecSys2019_DeepLearning_Evaluation

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.

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

986

251

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

976

156

4 个月前

benedekrozemberczki / graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

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

924

170

3 年前

andrewssobral / lrslibrary

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

matrix-factorization tensor MATLAB Matrix

MATLAB

860

377

2 年前

kakao / buffalo

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

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

Python

578

109

3 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 Comparison" (RecSys2020)

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

Python

551

1 年前