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吴恩达老师的机器学习课程个人笔记

HTML 37,564 11,176 Updated Aug 25, 2025

邱锡鹏《神经网络与深度学习》(蒲公英书)理论书 v2 与通识版

19,091 3,677 Updated Jun 1, 2026

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search sc…

C++ 5,013 619 Updated Aug 13, 2026

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, …

Python 5,804 956 Updated Aug 7, 2025

An efficient and effective learning to rank algorithm by mining information across ranking candidates. This repository contains the tensorflow implementation of SERank model. The code is developed …

Python 50 6 Updated Mar 29, 2021

Context-sensitive ranking and choice in Python with PyTorch

Python 67 15 Updated Feb 11, 2023

Implementation of Some Deep Hash Algorithms, Including DPSH、DSH、DHN、HashNet、DSDH、DTSH、DFH、GreedyHash、CSQ.

Python 553 114 Updated Sep 19, 2022

Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch

Python 266 28 Updated Jan 27, 2023

Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM

C++ 225 51 Updated Oct 30, 2019

Implementation of SetRank in SIGIR 2020

Python 50 7 Updated Apr 25, 2020

Unbiased Learning To Rank Algorithms (ULTRA)

Python 292 39 Updated Feb 1, 2023

allRank is a framework for training learning-to-rank neural models based on PyTorch.

Python 1,009 131 Updated Aug 6, 2024
Python 38 9 Updated Mar 28, 2022

Determinantal point processes for basket recommendations

Python 16 4 Updated Jan 15, 2019

A modified version of ProbFOIL, a probabilistic extension of FOIL.

Python 3 Updated Mar 16, 2018

A tensorflow implementation of DKN (Deep Knowledge-aware Network for News Recommendation)

C++ 414 137 Updated May 25, 2023

推荐系统综述

546 66 Updated Mar 30, 2023

👤 Multi-Armed Bandit Algorithms Library (MAB) 👮

Python 136 26 Updated Apr 13, 2026

Python code for the post "Adversarial Bandits and the Exp3 Algorithm"

Python 51 15 Updated Jun 9, 2020

Some interesting AI projects

Python 5 5 Updated Jan 17, 2022

机器学习相关作业

Python 25 11 Updated Jan 11, 2023

modification of official bert for downstream task

Python 32 11 Updated Mar 24, 2023

深度学习相关的模型训练、评估和预测相关代码

Python 1,049 378 Updated Jul 26, 2021

Python toolbox for sampling Determinantal Point Processes

Python 240 56 Updated Aug 14, 2024

tensorflow实战练习,包括强化学习、推荐系统、nlp等

Python 7,019 3,228 Updated Sep 24, 2023

探探项目 - 提升推荐系统的推荐多样性

Python 31 10 Updated Feb 7, 2018

Source code of TMN (Topic Memory Network)

Python 84 23 Updated Nov 12, 2018

Algorithms for Stochastic Rank-1 Bandits

Python 2 3 Updated Mar 22, 2017

Bandit algorithms for online learning to rank

Python 17 7 Updated May 26, 2019
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