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Top 12 recommender-systems open source projects

Learning to Rank in TensorFlow

✭ 2,362

python Jupyter Notebook Starlark shell deep-learning machine-learning information-retrieval ranking learning-to-rank recommender-systems

Librec

LibRec: A Leading Java Library for Recommender Systems, see

✭ 3,045

java scala matrix collaborative-filtering tensor matrix-factorization filtering collaborative systems sparse recommender tensor-factorization factorization recommender-systems recommendation-algorithms probabilistic-graphical-models

A- Guide -to Data Sciecne from mathematics

It is a blueprint to data science from the mathematics to algorithms. It is not completed.

✭ 25

HTML TeX data-science machine-learning deep-learning statistical-learning admm recommender-systems numerical-optimization computational-intelligence gcn model-compression learning2rank fixed-point-iteration inverse-bayesian-fomula anderson-acceleration hodgerank

SBR

⌛ Introducing Self-Attention to Target Attentive Graph Neural Networks (AISP '22)

✭ 22

python attention recommender-systems graph-neural-networks session-based-recommendation

recsys2019

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

✭ 26

Jupyter Notebook python challenge recurrent-neural-networks xgboost recommender lightgbm learning-to-rank acm recommender-system recommender-systems recommendation-algorithms catboost tensorflow-ranking

Deep-Learning-Experiments-implemented-using-Google-Colab

Colab Compatible FastAI notebooks for NLP and Computer Vision Datasets

✭ 16

Jupyter Notebook nlp classifier computer-vision embeddings kaggle jokes transfer-learning recommender-systems movie-reviews fastai smote collab colab-notebook google-colab-notebook colab-fastai computer-vision-datasets

torchmf

matrix factorization in PyTorch

✭ 114

python pytorch matrix-factorization recommender-systems

tutorials

A tutorial series by Preferred.AI

✭ 136

Jupyter Notebook information-retrieval tutorial deep-learning sentiment-analysis tensorflow image-classification recommendation recommender-systems

GATE

The implementation of "Gated Attentive-Autoencoder for Content-Aware Recommendation"

✭ 65

python Jupyter Notebook autoencoder content-aware recommender-systems attention-model

KBRD

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

✭ 123

python shell knowledge-graph sequence-to-sequence recommender-systems dialog-systems

retailbox

🛍️RetailBox - eCommerce Recommender System using Machine Learning

✭ 32

python Jupyter Notebook machine-learning ecommerce matrix-factorization recommendation-system recommendation-engine recommender-system recommender-systems stochastic-gradient-descent alternating-least-squares

recometrics

(Python, R, C++) Library-agnostic evaluation framework for implicit-feedback recommender systems

✭ 19

C++r python cython matrix-factorization recommender-systems implicit-feedback

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