/COB

Primary LanguagePython

COB: Crude Oil Benchmarks Datasets

Code used to generate results for

Paper Real World Time Series Benchmark Datasets with Temporal Distribution Shifts: Global Crude Oil Asset Price and Volatility
Author Pranay Pasula
Affiliation UC Berkeley EECS
Email pasula AT berkeley.edu

Instructions

  1. Install the packages listed in requirements.txt
  2. Run scripts/{wti, brent, dubai}.py to reproduce the results presented in the paper

Future Work

  1. Add world event labels (commented out in script files) to certain plots
  2. Refactor code
  3. Add unit tests