MQ-sheila

Algorithm-Practice-in-Industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

auto_xuexiqiangguo

学习强国 每日拿满61分！免root 四人赛双人对战秒答 自动化脚本

PAML

source code for “Preference-Adaptive Meta-Learning for Cold-Start Recommendation” (IJCAI 2021)

hdbscan

A high performance implementation of HDBSCAN clustering.

NLPer-Interview

该仓库主要记录 NLP 算法工程师相关的面试题

gcn

Implementation of Graph Convolutional Networks in TensorFlow

SR-GNN

[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"

LearningToLearn

Collection of algorithms to learn loss and reward functions via gradient-based bi-level optimization.

autoencoding_vi_for_topic_models

Tensorflow implementation for prodLDA and NVLDA.

Awesome-algorithm-interview

算法工程师(人工智能CV方向)面试问题及相关资料

Machine_Learning_Resources

:fish::fish::fish: 机器学习面试复习资源

stgcn

TaNP

[WWW 2021]Task-adaptive Neural Process for User Cold-Start Recommendation

Deep-Learning-Interview-Book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）

MLAlgorithms

Minimal and clean examples of machine learning algorithms implementations

gmm-torch

Gaussian mixture models in PyTorch.

gmm

Gaussian Mixture Models in Python

SEATLE

RecBole

A unified, comprehensive and efficient recommendation library

DAN-SNR

A Deep Attentive Network for Social-Aware Next Point-of-Interest Recommendation

STGCN-POI-Recommendation

Personalized spatio-temporal graph network for the next POI recommendation

An-Attention-based-Spatiotemporal-LSTM-Network-for-Next-POI-Recommendation

A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation

MetaMF

meta-learning-lstm-pytorch

pytorch implementation of Optimization as a Model for Few-shot Learning

SAE-NAD

The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"

APOIR

Adversarial Point-of-Interest Recommendation

PACE2017

A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.

GEmodel-CIKM16-Reproduce

本仓库是对CIKM16文章(Learning Graph-based POI Embedding for Location-based Recommendation)的复现

Topic-Enhanced-Memory-Networks-for-Personalised-Point-of-Interest-Recommendation

KDD2019

RSPapers

A Curated List of Must-read Papers on Recommender System.