chore: refactor to better map end to end

2026-05-31 08:33:36 +00:00 · 2026-01-12 10:09:55 +01:00
parent 29f51d56d1
commit 9a8525a854
5 changed files with 153 additions and 61 deletions
--- a/experiments/procesing/steps/session.py
+++ b/experiments/procesing/steps/session.py
@@ -135,6 +135,7 @@ class ExtractSessionFeaturesStep(BaseContextStep):
    Vectorized session feature extraction - replaces O(n^2) per-row loop.
    Input: interactions_df
    Output: session-level feature matrix
+    THIS is our main mapping from tau (trajectory) to some features vector theta - we need to do this very well. This is what will go into demand esimation.
    """

    def transform(self, X: pd.DataFrame) -> pd.DataFrame: