Blog posts

2023

Hill Climbing

less than 1 minute read

Published:

Brief demo and takeaways from my participation in LSEG PoTaggle II (Advanced Tier) in Nov 2023.

Gradient Boosting

less than 1 minute read

Published:

Brief demo and takeaways from my participation in LSEG PoTaggle II (Advanced Tier) in Nov 2023.

2023-blogs-planned

less than 1 minute read

Published:

  • volatility surface
    • backtracking
    • corporate action
    • static filter and dynamic filter
  • bond similarity project
    • api (design and endpoint)
    • data universe
    • algorithm

2022

2022-blogs-planned

less than 1 minute read

Published:

  • DOE
  • probabilistic output (classfication task)
  • high-dimensional parameter tuning
    • dimensional reduction: MDS and PCA
  • Random Forest parameter screening
  • BoxCox and Log on X for extrememly big data
  • Multimodel recipe search (optimization)
    • scipy minimize (SLSQP)
    • subsystem sampling
    • interpolation
    • discrete search