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algorithm

awesome

:sunglasses: Curated list of awesome lists

be-a-professional-programmer

成为专业程序员路上用到的各种优秀资料、神器及框架

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

clrs

:notebook:Solutions to Introduction to Algorithms

cppprimer

:books: Solutions for C++ Primer 5th exercise answers.

crackcodeinterview

cs20si

cs20si learning note

dvae

A denoising variational autoencoder trained on Fashion MNIST

fmg

KDD17_FMG

hacud

Source code for AAAI2019 paper "Cash-out User Detection based on Attributed Heterogeneous Information Network with a Hierarchical Attention Mechanism"

hegan

Source code for KDD 2019 paper "Adversarial Learning on Heterogeneous Information Networks"

herec

Source code for TKDE 2018 "Heterogeneous information network embedding for recommendation"

hin-datasets-for-recommendation-and-network-embedding

Heterogeneous Information Network Datasets for Recommendation and Network Embedding

keras-movielens-cf

A set of Jupyter notebooks demonstrating collaborative filtering using matrix factorization with Keras.

learn-algorithms

算法学习笔记

lgrec

Source code for CIKM2018 paper "Local and Global Information Fusion for Top-N Recommendation in Heterogeneous Information Network"

librahu

librahu.github.io

line

May the LINE be with you...

logistic-regression-sgd

L1-regularized logistic regression using stochastic gradient descent [machine learning]

mcrec

Source code for KDD 2018 paper "Leverage Meta-path based Context for Top-N Recommendation with a Neural Co-Attention Model"

mcrec_pytorch

merp

Source code of APWeb-WAIM2018 paper "Matrix Factorization Meets Social Network Embedding for Rating Prediction"

mlpack

mlpack: a scalable C++ machine learning library --

neural_collaborative_filtering

Neural Collaborative Filtering

pyfm

Factorization machines in python

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

recommender

A C library for product recommendations/suggestions using collaborative filtering (CF)

representation_learning_on_graphs_with_jumping_knowledge_networks

Representation Learning on Graphs with Jumping Knowledge Networks