1.8.3

What's Changed

🚀 Features

• bin all columns for embeddings #183

📦 Uncategorized

• release 1.8.3 #184

Full Changelog: 1.8.2...1.8.3

1.8.2

What's Changed

🐛 Fixes

• do not use FAISS on non-Linux due to segfaults #181

📦 Uncategorized

• release 1.8.2 #182

Full Changelog: 1.8.1...1.8.2

1.8.1

What's Changed

🚀 Features

• add trivariate accuracy metric #179

📦 Uncategorized

• release 1.8.1 #180

Full Changelog: 1.8.0...1.8.1

1.8.0

What's Changed

🚀 Features

• use binned numerics for embeddings #175 #177

🐛 Fixes

• ensure n_jobs > 0 #171

📦 Uncategorized

• speed up pull_data_for_embedding by running in parallel #173
• use FAISS for faster knn #174

Full Changelog: 1.7.0...1.8.0

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

1.6.1

What's Changed

🚀 Features

• increase accuracy precision to 7
• use trn + hol for accuracy + correlations

📦 Uncategorized

• adapt docs to model2vec #160
• drop huggingface-hub dep #162

Full Changelog: 1.6.0...1.6.1

1.6.0

What's Changed

🚀 Performance

• replace sentence-transformers with model2vec

📦 Uncategorized

• deprecate cpu and gpu extras #155
• update README #158
• release 1.6.0 #159

Full Changelog: 1.5.17...1.6.0

1.5.17

What's Changed

📦 Uncategorized

• update dependency huggingface-hub[hf-xet] to minimum version 0.30.2 #153
• release 1.5.17 #154

Full Changelog: 1.5.16...1.5.17

1.5.16

What's Changed

📦 Uncategorized

• relax rich dependency #151
• release 1.5.16 #152

Full Changelog: 1.5.15...1.5.16