---
title: "深度学习应用"
date: 2018-12-29
lastmod: 2020-01-05
weight: 2
type: 
icon: #
description: "人工智能中阶路线图,深度学习应用"
# search related keywords
---

- 常见网络
  - Transformer系列
  - TabNet
- 推荐系统基础
  - 传统模型协同过滤等
  - 经典的深度学习模型(如xDeepFM)和后续进展
- 图网络基础


## 相关学习资源


### 常见网络

见<https://arxiv.org/abs/1908.07442>


### 推荐系统基础

见RecSys Challenge比赛的[相关结果](https://recsys.acm.org/challenges/)


### 图网络基础

见<https://ieeexplore.ieee.org/abstract/document/9046288>