Python implementation of Neural Networks
网页打开jupyter可能存在公式渲染错误的问题,在VS Code中利用Markdown Preview Enhanced进行渲染则可以保证正常。
具体操作为:
- 安装VS Code以及Markdown Preview Enhanced插件
- 打开README.md并启用Markdown Preview Enhanced渲染
- 切换到需要进行渲染的Jupyter Markdown Block并进入编辑模式
- Perceptron
- Adaptive Linear Neuron(Adaline)
- Basic Automatic Differentiation(AD)
- Multilayer Perceptrons(Fully Connected Neural Network)
- Radial-Basis Function Networks(RBF)
- Hopfield
- Jordan
- Elman
- Hamming Neural Network
- Self-Organizing Feature Map(SOFM)
- Cerebellar Model Articulation Controller(CMAC)
- Deep Boltzmann Machine(DBM)
- Deep Belief Network(DBN)
- Convolutional Neural Networks(CNN)
- Recurrent Neural Network(RNN)
- Graph Neural Network(GNN)
- Graph Convolutional Netword(GCN)
- Deep Q-Learning(DQN)
- Neural Architecture Search(NAS -> ENAS)