release-0.5.11

What's Changed

• Deterministic sort for fast_knn_indices by @bohemian-miser in #1236

New Contributors

• @bohemian-miser made their first contribution in #1236

Full Changelog: release-0.5.10.post2...release-0.5.11

release-0.5.10.post2

Full Changelog: release-0.5.10.post1...release-0.5.10.post2

release-0.5.10.post1

Full Changelog: release-0.5.10...release-0.5.10.post1

release-0.5.10

What's Changed

• Add reference to torchdr for GPU-accelerated UMAP by @huguesva in #1210
• Add support for python 3.13 to build pipelines by @gclendenning in #1215
• [MINOR:TYPO] Update precomputed_k-nn.rst by @cakiki in #1218
• [MINOR:TYPO] Update transform_landmarked_pumap.rst by @cakiki in #1220
• [MINOR:TYPO] Update index.rst by @cakiki in #1222
• Fix crashes when computing the local dimension, and added the option of returning the local dimension by @gxli in #1226
• Fix typo in the dataset explanation paragraph by @samuelpadron in #1229
• Change to ensure_all_finite for scikit-learn continued compatibility.

New Contributors

• @huguesva made their first contribution in #1210
• @gxli made their first contribution in #1226
• @samuelpadron made their first contribution in #1229

Full Changelog: release-0.5.9.post2...release-0.5.10

release-0.5.9.post2

Full Changelog: release-0.5.9.post1...release-0.5.9.post2

release-0.5.9.post1

Full Changelog: release-0.5.9...release-0.5.9.post1

release-0.5.9

What's Changed

• Add the option to exclude raw data from the saved model by @bartbroere in #1126
• Umap with Nomic Atlas by @mcembalest in #1202
• Migrate the build system to newer methods by @lmcinnes in #1208

New Contributors

• @bartbroere made their first contribution in #1126
• @mcembalest made their first contribution in #1202

Full Changelog: release-0.5.8...release-0.5.9

0.5.8

What's Changed

• Update README.rst by @jc-healy in #1162
• [BUG]: Fix feature names for sklearn API by @fraimondo in #1166
• Update basic_usage.rst to replace deprecated function. by @rattle99 in #1188
• Update requirements by @lmcinnes in #1189

New Contributors

• @fraimondo made their first contribution in #1166
• @rattle99 made their first contribution in #1188

Full Changelog: release-0.5.7...release-0.5.8

release-0.5.7

What's Changed

• Update README.rst by @Slyderek in #1111
• Allow consistent transform by UMAP by @IntelleKarl in #1129
• docs: mention "precomputed" metric as a parameter by @NickCrews in #1137
• Fix typo in AlignedUMAP documentation by @milesmcc in #1139
• Add pre-release parameter in pipelines by @gclendenning in #1130
• Update parametric_umap.py by @AMS-Hippo in #1147
• Compile _optimize_layout_euclidean_single_epoch once by @kmkolasinski in #1152
• Landmarked Re-Trainable Parametric UMAP by @jacobgolding in #1153
• Small default functions for landmark-UMAP by @AMS-Hippo in #1156

New Contributors

• @Slyderek made their first contribution in #1111
• @IntelleKarl made their first contribution in #1129
• @NickCrews made their first contribution in #1137
• @milesmcc made their first contribution in #1139
• @AMS-Hippo made their first contribution in #1147
• @kmkolasinski made their first contribution in #1152
• @jacobgolding made their first contribution in #1153

Full Changelog: release-0.5.6...release-0.5.7

release-0.5.6

What's Changed

• Setting random state could still lead to stochastic results by @dannywhuang in #1081
• Change release tag structure and switch to real PyPI by @gclendenning in #1085
• Add Keras 3 support to ParametricUMAP by @fchollet in #1101
• Finish refactoring ParametricUMAP by @fchollet in #1105
• Add torch support to ParametricUMAP by @fchollet in #1104
• Bit hamming by @lmcinnes in #1107

New Contributors

• @dannywhuang made their first contribution in #1081
• @fchollet made their first contribution in #1101

Full Changelog: release-0.5.5...release-0.5.6