recommender-system · GitHub Topics

#自然语言处理#Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

翻译 - 包含代码，数学和讨论的交互式深度学习书。在多框架中可用。

深度学习机器学习 book notebook 机器视觉自然语言处理 Python kaggle 数据科学 mxnet PyTorch Tensorflow Keras gaussian-processes hyperparameter-optimization recommender-system reinforcement-learning jax

Python 25.21 k

7 个月前

qdrant / qdrant

#搜索#高性能、可扩展的向量搜索引擎

神经网络搜索引擎 knn-algorithm hnsw vector-search nearest-neighbor-search image-search embeddings-similarity recommender-system vector-search-engine mlops search-engines neural-search similarity-search vector-database 机器学习 search ai-search ai-search-engine

Rust 22.43 k

2 小时前

weaviate / weaviate

#搜索#Weaviate 是一个开源矢量数据库，它同时存储对象和矢量，允许将矢量搜索与结构化过滤与云原生数据库的容错和可扩展性相结合，所有这些都可以通过 GraphQL、REST 和各种语言客户端访问。

Go 12.72 k

1 天前

gorse-io / gorse

#计算机科学#Gorse是一个用Go语言编写的开源推荐系统。Gorse的目标是成为一个通用的开源推荐系统，可以很容易地被引入到各种各样的在线服务中。通过将物品、用户和交互数据导入到Gorse中，系统将自动训练模型，为每个用户生成推荐。

recommender-system collaborative-filtering Go knn 机器学习

Go 8.82 k

1 天前

hongleizhang / RSPapers

#计算机科学#RSTutorials: A Curated List of Must-read Papers on Recommender System.

read-papers recommender-system survey collaborative-filtering 深度学习

6.3 k

7 个月前

lancedb / lancedb

#搜索#Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!

approximate-nearest-neighbor-search image-search nearest-neighbor-search recommender-system 搜索引擎 semantic-search similarity-search vector-database

Python 5.82 k

4 天前

datawhalechina / fun-rec

#面试#推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

recommender-system Tensorflow tianchi-competition 深度学习 algorithm-engineering 面试 recommendation-algorithms 机器学习

Jupyter Notebook 5.31 k

19 天前

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

wzhe06 / Ad-papers

#计算机科学#Papers on Computational Advertising

机器学习 ctr-prediction 深度学习 advertising recommender-system papers

Python 4.28 k

4 年前

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

alibaba / Alink

#计算机科学#Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

翻译 - Alink是阿里巴巴计算平台的PAI团队开发的基于Flink的机器学习算法平台。

机器学习 flink classification clustering regression graph-algorithms xgboost recommender recommender-system feature-engineering 统计 kafka data-mining apriori word2vec fm graph-embedding

Java 3.59 k

9 个月前

wzhe06 / Reco-papers

#计算机科学#Classic papers and resources on recommendation

recommender-system 深度学习机器学习 recommendation exploration-exploitation reinforcement-learning

Python 3.36 k

5 年前

catalyst-team / catalyst

#自然语言处理#Accelerated deep learning R&D

翻译 - 加快DL研发

深度学习 reinforcement-learning 机器学习机器视觉 PyTorch Python distributed-computing infrastructure research reproducibility 图像处理 image-classification image-segmentation object-detection 自然语言处理 text-classification information-retrieval recommender-system metric-learning

Python 3.34 k

1 年前

PaddlePaddle / awesome-DeepLearning

#自然语言处理#深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

cnn rnn detection classification Generative Adversarial Network Video segmentation pose 自然语言处理 recommender-system reinforcement-learning bert transformer dssm sarsa dqn

Jupyter Notebook 3.26 k

8 个月前

rguo12 / awesome-causality-algorithms

An index of algorithms for learning causality with data

causality causal-inference baselines Awesome Lists learning-to-rank recommender-system

3.1 k

2 个月前

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

eugeneyan / ml-surveys

#自然语言处理#📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

机器学习 survey recommender-system 深度学习自然语言处理机器视觉 reinforcement-learning embeddings

2.84 k

2 年前

robi56 / Deep-Learning-for-Recommendation-Systems

#计算机科学#This repository contains Deep Learning based articles , paper and repositories for Recommender Systems

recommender-system 深度学习机器学习 Python Tensorflow collaborative-filtering 神经网络

2.82 k

5 年前

hora-search / hora

#搜索#🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .

翻译 - 🚀 用 Rust 编写的高效近似最近邻搜索算法集合库 🦀 。

搜索引擎 Rust approximate-nearest-neighbor-search 人工智能 recommender-system image-search vector-search 算法数据结构 simd hnsw similarity-search 神经网络 high-performance 机器学习 k-nearest-neighbors numeric

Rust 2.63 k

1 年前

unum-cloud / usearch

#搜索#Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

kann vector-search approximate-nearest-neighbor-search simd search similarity-search 数据库 faiss 搜索引擎 WebAssembly clustering nearest-neighbor-search recommender-system semantic-search full-text-search fuzzy-search text-search image-search

C++ 2.58 k

1 个月前