1.9.7

What's Changed

📦 Uncategorized

• sort imports #206
• refine presentation of NNDR Ratio #207
• release 1.9.7 #208

Full Changelog: 1.9.6...1.9.7

1.9.6

What's Changed

🚀 Features

• warn if more than 50k embeddings are calculated #202
• improve reproducibility interface #203

📦 Uncategorized

• bump min jinja version due to CVSS #204
• release 1.9.6 #205

Full Changelog: 1.9.5...1.9.6

1.9.5

What's Changed

• follow-up to reproducibility PR #199
• remove outdated plotly file #200

Full Changelog: 1.9.4...1.9.5

1.9.4

What's Changed

🚀 Features

• added optional random_state for reproducibility #197

🐛 Fixes

• gracefully handle issues with Spectral Clustering #196

Full Changelog: 1.9.3...1.9.4

1.9.3

What's Changed

📦 Uncategorized

• drop FAISS again, as it proved slower for lower dim datasets
• cap embedding-related compute (AUC, Contours, SeqLen, Subsets)
• handle edge case where trn_tgt_data without columns is provided

Full Changelog: 1.9.2...1.9.3

1.9.2

What's Changed

🐛 Fixes

• handle edge case of DCR share being 0 #191

📦 Uncategorized

• dedicated data pull for embeddings to fetch all events for sequential data #192
• release 1.9.2 #193

Full Changelog: 1.9.1...1.9.2

1.9.1

What's Changed

🐛 Fixes

• handle edge case of DCR share being 0 #189

📦 Uncategorized

• release 1.9.1 #190

Full Changelog: 1.9.0...1.9.1

1.9.0

What's Changed

• fix: ensure n_jobs > 0 in #171
• chore: use FAISS for faster knn in #174
• fix: do not use FAISS on non-Linux due to segfaults in #181
• docs: harmonize pkg usage in #176
• feat: add trivariate accuracy metric in #179
• feat: switch to custom encoding space for distance metrics in #185
• feat: use encoded data consistently for similarity & distances in #187

Full Changelog: 1.7.0...1.9.0

1.7.0

What's Changed

🚀 Features

• pair-wise DCR share; use cosine; make deterministic #167
• plot NNDRs, plus report 10th smallest values as metrics #169

Full Changelog: 1.6.2...1.7.0

1.6.2

What's Changed

📦 Uncategorized

• relax dependencies #164
• upgrade ruff in precommit config #165
• release 1.6.2 #166

Full Changelog: 1.6.1...1.6.2