Amusing Python Codes
Interesting python codes to deal with some simple and practical tasks.
- Basic Word2Vec Example
- Batch Normalization Example
- Build Recurrent Neural Networks from Scratch
- Douban · Wolf Warrior II Film Comments Analysis
- Dynamic Memory Network
- Gated Orthogonal Recurrent Unit and Efficient Unitary Neural Network(EUNN)
- Generative Adversarial Networks Example
- Highway Networks Example
- House Prices Predict
- MNIST Dataset Training Examples
- Residual Networks
- R-Net
- Self-normalizing networks (SNNs)
- SELUs - Visualized and Histogramed Comparisons among ReLU and Leaky ReLU
- Seq2Seq for Translation or Dialogue (1)
- Seq2Seq for Translation or Dialogue (2)
- Simple RBF Neural Networks for Two-class Classification Example
- Stanford CoreNLP Demo
- Stock Prices Predict
- TransX · Embedding Entities and Relationships of Multi-relational Data
- WeChat Exploration using itchat Package
- Text Classification via Traditional Machine Learning Methods (sklearn-based)
- Context-Dependent Sentiment Analysis in User-Generated Videos
- Deep Fashion Net (keras-based)
- CIFAR and MNIST classification
- Punctuation Restoration (tensorflow-based)
- Bidirectional Attention Flow for Machine Comprehension
- Sequence to Sequence Labeler