https://github.com/tsmotlp/ai_interview
为自己面试做准备
https://github.com/tsmotlp/ai_interview
Last synced: 8 months ago
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为自己面试做准备
- Host: GitHub
- URL: https://github.com/tsmotlp/ai_interview
- Owner: tsmotlp
- Created: 2020-08-02T11:40:36.000Z (about 5 years ago)
- Default Branch: master
- Last Pushed: 2020-08-04T12:26:12.000Z (about 5 years ago)
- Last Synced: 2024-12-29T07:25:53.088Z (10 months ago)
- Size: 10.7 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# AI_Interview
为自己面试做准备
### 数据结构与算法(Data Structure & Algorithms)
* #### 链表(LinkList)
* #### 树(Tree)
* #### 图(Graph)
* #### 动态规划(Dynamic Programming)
### 机器学习(Machine Learning, ML)
* #### 线性回归(Linear Regression)
### 深度学习(Deep Learning, DL)
* #### 全连接相关(Fully-connected related)
* #### 卷积相关(Convolution related)
* #### 池化相关(Pooling related)
* #### 激活层相关(Activation related)
* #### 归一化相关(Normalization related)
* #### 初始化相关(Initialization related)
* #### 优化器相关(Optimizer related)
* #### 损失函数相关(Loss Function related)
### 计算机视觉(Computer Vision, CV)
* #### 数字图像处理(Digital Image Processing, DIP)
* #### 非适定问题(Ill-Posed Problem)
* #### 图像分类(Image Classification)
* #### 图像分割(Image Segmentation)
* #### 目标检测(Object Detection)
* #### 视频处理(Video Processing)
### 自然语言处理(Natural Language Processing)
### 推荐系统(Recommendation System)