Home
Blog
Read me
Research
Writing papers
Latex
Presentation
Projects
Math
Probability Theory
Nonliner Optimization
Machine Learning
Introduction
Part -1 Data Analysis
- scikit-learn
- pandas
- Jupyter
- numpy
  - array
Part 0 Math Basics
- inbox
- functions
- Derivatives
- Integrals
- matrix
- Probability
- Metrics
- Distance
- Terminology
Part 1 Basic Concepts
Part 2 NN from scratch
- functions
  - activation function
  - loss function
- NN Structure
- Regularized Networks
- RNN
- CNN
- Criterion
- Backbone
- Terms
- boost
- Attention
Part 3 Problems
Part 4 NN Programming
- keras
- Theano
- Tensorflow
- caffe
- layer
- matlab
- Pytorch
- method
Part 6 Applications
- Explore DL
- word2vec
- AlphaGo
- 自动漏洞挖掘
Computer Graphics
Introduction
Basics
Data Analysis
Tasks
Computer Vision
Introduction
Image Processing Basics
python programming
- opencv
- matplotlib
- scikit-image
- visualize
- FROC
- patch
Problems
- segmentation
- detection
Practices
Programming
工程化
Python Handbook
- 基础
- 文件
- 多线程
- 数据库
- 编码
- 调试
- 日志
- 模块
- 面向对象编程
- 错误和异常
- cython
- 高级特性
- 函数式编程
linux
- train&test
Windows
Language
English
- suffix
- prefix
- verb
- synonym
- math
- material
日本語
Francis
others
Art
color
light
Music
古琴
Published with GitBook

Explore DL

第4章深度学习探索

results matching ""

No results matching ""