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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

2018-ccf-bdci-china-unicom-research-institute-top2

2018-CCF大数据与计算智能大赛-面向电信行业存量用户的智能套餐个性化匹配模型联通赛-复赛第二名解决方案

adambound-

algo

数据结构和算法必知必会的50个代码实现

algorithm014-algorithm014

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

artificial-intelligence-terminology-database

A comprehensive mapping database of English to Chinese technical vocabulary in the artificial intelligence domain

attention-mechanisms-paper

注意力机制on自然语言处理文章整理笔记

attentional_factorization_machine

TensorFlow Implementation of Attentional Factorization Machine

autogl

An autoML framework & toolkit for machine learning on graphs.

autoint

Implementation of AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks

awesome-network-embedding

A curated list of network embedding techniques.

awesome-recommender-systems

A curated list of awesome resources about Recommender Systems.

awesome-rspapers

Recommender System Papers

books

技术资料分享

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

ctr_prediction

CTR prediction using FM FFM and DeepFM

ctrmodel

CTR prediction model based on spark(LR, GBDT, DNN)

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。

data-mining

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep_gcns_torch

Pytorch Repo for DeepGCNs (ICCV2019 Oral, TPAMI2021) and DeeperGCN: https://www.deepgcns.org

deep_memory

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models.

deepicf

TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation

deeplearning-models

A collection of various deep learning architectures, models, and tips

deepmcp

Deep Matching, Correlation and Prediction (DeepMCP) Model

deeprec

推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction

diffusion-models-class

Materials for the Hugging Face Diffusion Models Course

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。