Minutes estimation dataset for Hackweek #573
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Creating dataset for minutes estimation task for hack week.
airsenal/data/minutes_estimation_challenge.csv
notebooks/minutes_estimation_data.ipynb
get_player_history_df
function inairsenal/framework/prediction_utils.py
to allow getting the player history for all players (ifall_players=True
) and to not create blank entries (iffill_blank=False
). By default,all_players=False
andfill_blank=True
to keep the original behaviourWarning: May have some errors in
airsenal/data/minutes_estimation_challenge.csv
if TransferMarkt data was incorrect, or how we collect that data was incorrect - have found a few and deleted but there probably is more...