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