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44b7855
forecasting PR draft
MatthewMiddlehurst Aug 12, 2025
c0f4491
Merge remote-tracking branch 'origin/main' into mm/forecasting
MatthewMiddlehurst Aug 12, 2025
be6b8a6
fix
MatthewMiddlehurst Aug 12, 2025
fa79edf
1.3.0 and script changes
MatthewMiddlehurst Sep 10, 2025
f3440fb
dep
MatthewMiddlehurst Sep 10, 2025
821f244
correct dep
MatthewMiddlehurst Sep 10, 2025
3e83966
fixes
MatthewMiddlehurst Sep 10, 2025
5c29292
revert
MatthewMiddlehurst Sep 10, 2025
4f62825
more fixes
MatthewMiddlehurst Sep 10, 2025
675f288
tsml update
MatthewMiddlehurst Sep 10, 2025
59a6b88
Merge remote-tracking branch 'origin/main' into mm/forecasting
MatthewMiddlehurst Sep 10, 2025
a3c163b
redirects
MatthewMiddlehurst Sep 10, 2025
ef39039
notebook
MatthewMiddlehurst Sep 10, 2025
74d8502
notebooks
MatthewMiddlehurst Sep 11, 2025
1202bc8
Merge remote-tracking branch 'origin/main' into mm/forecasting
MatthewMiddlehurst Sep 11, 2025
4402f69
eval and gpu update
MatthewMiddlehurst Sep 24, 2025
f06ee42
Merge remote-tracking branch 'origin/main' into mm/forecasting
MatthewMiddlehurst Sep 24, 2025
b19d18d
workflow update
MatthewMiddlehurst Sep 24, 2025
281e807
Merge remote-tracking branch 'origin/main' into mm/forecasting
MatthewMiddlehurst Oct 28, 2025
e51b5d8
table util and original mcm params
MatthewMiddlehurst Oct 29, 2025
f23aae3
skipif
MatthewMiddlehurst Oct 29, 2025
3ada799
table fix
MatthewMiddlehurst Nov 25, 2025
5031d14
Merge remote-tracking branch 'origin/main' into mm/forecasting
MatthewMiddlehurst Nov 25, 2025
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1 change: 0 additions & 1 deletion .github/workflows/monthly_github_maintenance.yml
Original file line number Diff line number Diff line change
Expand Up @@ -33,6 +33,5 @@ jobs:
days-before-delete: 455
comment-updates: true
tag-committer: true
stale-branch-label: "stale branch"
compare-branches: "info"
pr-check: true
9 changes: 9 additions & 0 deletions tsml_eval/utils/publications.py
Original file line number Diff line number Diff line change
Expand Up @@ -120,6 +120,15 @@ def results_table_from_evaluation_csv(
df = pd.read_csv(eval_csv_path)
df.set_index(df.columns[0], inplace=True)
df.index.name = None

def escape_underscores(s):
if isinstance(s, str):
return s.replace("_", r"\_")
return s

df.index = df.index.map(escape_underscores)
df.columns = df.columns.map(escape_underscores)

df = df.round(round_digits)
best = df.eq(df.max(axis=0) if higher_is_better else df.min(axis=0))
ranks = df.rank(method="min", ascending=False if higher_is_better else True)
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