misc

Some basics of machine learning:

• The Illustrated GPT-2 (Visualizing Transformer Language Models) [link]
• A tutorial on transformers [link]
• Hierarchical LDA [link]
• Found this very clear youtube tutorial on Dirichlet Process (unfortunately only in Chinese) [link]
• Topic Modeling with LSA, PLSA, LDA & lda2Vec. [link]
• A very good tutorial that goes through the idea behind the generalization bound via VC dimension [link]
• An overview of multi-task learning [link]

Some basics about NLP:

• Unified verb index [link]
• PropBank [link], NomBank [link]
• Google NGram visualization [link]
• ConceptNet [link]

Misc:

• How to start a speech [link]
• Who would you bet on? [link]
• Oh my zsh
• auto-suggestions
• command line fuzzy finder
• vim for python