NLP & RL

A curated archive of NLP and Reinforcement Learning projects. Covers classical NLP (LDA, Word2Vec, n-gram, dependency parsing), deep learning architectures (BiLSTM, TextCNN, Seq2Seq, Entity Network), and RL deep-dives (DQN, AlphaGo).

1. Classification

   • BiLSTM
   • Entity Network
   • fastText
   • TextCNN
   • TextRNN

2. Dual LSTM

3. TF Demo

   • Seq2Seq
   • DNN
   • RNN
   • CNN

4. Dependency Syntax Tree

5. RL Demo

   • Reinforcement Learning Demo (DQN, ...)
   • AlphaGo

6. TextRank & TF-IDF

7. Word2Vec

8. Doc2Vec

9. LDA

10. POS Tagging

11. n-gram