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Blog about Causal Inference

KAIST College of Business

Problem

  1. Complex causal inference code needs simplification
  2. Missing proofs and explanations in textbooks (CausalML book)
  3. Limited Korean resources for causal inference
  4. Time constraints for blog writing and maintaining development state alignment

Solution

  1. Code: Simplified and optimized causal inference implementations
  2. Content: Added missing proofs and comprehensive documentation
  3. Localization: Created Korean translations and bilingual guides
  4. Workflow: Utilized MyST to directly publish ipynb and md files as blog posts

Contributions

All work performed by myself

Software Development
Warehouse Management System
Causal Inference
Climate Card Policy