Repository files navigation

corresponding code to the paper:https://arxiv.org/abs/2502.14897

• Neptune AI results for language model experiments can be foundhere including tables, confusion matrixes and more.
• the main notebook on Kaggle called tweet-classification can be foundhere
• the final implementation and optimization of Triple Barrier Labeling can be found in the notebooknext_day_prediction

• backtesting experiments and results can be foundhere

use poetry to install the packages withpoetry install. for more information go to poetrydocs

then run withpython src/run.py [Experiment ID]

Here are the folders and what they contain:

• raw: unprocessed data
• dataset: processed data
• notebook: notebooks
• src: contains the source code for experiments