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Searched refs:hdbscan (Results 1 – 25 of 27) sorted by relevance

/dports/math/py-hdbscan/hdbscan-0.8.27/
H A D	README.rst	`1 .. image:: https://img.shields.io/pypi/v/hdbscan.svg 2 :target: https://pypi.python.org/pypi/hdbscan/ 75 import hdbscan 149 import hdbscan 180 pip install hdbscan 191 pip install hdbscan 200 pip install hdbscan 207 pip install --upgrade git+https://github.com/scikit-learn-contrib/hdbscan.git#egg=hdbscan 217 cd hdbscan-master 231 nosetests -s hdbscan [all …]`
H A D	PKG-INFO	`2 Name: hdbscan 5 Home-page: http://github.com/scikit-learn-contrib/hdbscan 83 import hdbscan 157 import hdbscan 188 pip install hdbscan 199 pip install hdbscan 208 pip install hdbscan 215 … pip install --upgrade git+https://github.com/scikit-learn-contrib/hdbscan.git#egg=hdbscan 225 cd hdbscan-master 239 nosetests -s hdbscan [all …]`
H A D	MANIFEST.in	`2 recursive-include hdbscan .py .pyx .pxd .c`
/dports/math/py-hdbscan/hdbscan-0.8.27/hdbscan/tests/
H A D	test_hdbscan.py	`13 from hdbscan import (HDBSCAN, 14 hdbscan, 176 hdbscan, 194 hdbscan, 212 hdbscan, 230 hdbscan, 524 hdbscan, 527 hdbscan, 530 hdbscan, 533 hdbscan, [all …]`
H A D	test_flat.py	`7 from hdbscan import HDBSCAN, approximate_predict 8 from hdbscan.flat import (HDBSCAN_flat,`
H A D	test_rsl.py	`10 from hdbscan import RobustSingleLinkage, robust_single_linkage`
/dports/math/py-hdbscan/hdbscan-0.8.27/hdbscan.egg-info/
H A D	PKG-INFO	`2 Name: hdbscan 5 Home-page: http://github.com/scikit-learn-contrib/hdbscan 83 import hdbscan 157 import hdbscan 188 pip install hdbscan 199 pip install hdbscan 208 pip install hdbscan 215 … pip install --upgrade git+https://github.com/scikit-learn-contrib/hdbscan.git#egg=hdbscan 225 cd hdbscan-master 239 nosetests -s hdbscan [all …]`
/dports/math/py-hdbscan/hdbscan-0.8.27/examples/
H A D	plot_cluster_comparison.py	`34 import hdbscan 102 hdbscanner = hdbscan.HDBSCAN()`
H A D	plot_hdbscan.py	`16 from hdbscan import HDBSCAN`
/dports/math/py-hdbscan/hdbscan-0.8.27/hdbscan/
H A D	__init__.py	`1 from .hdbscan_ import HDBSCAN, hdbscan`
H A D	hdbscan_.py	`332 def hdbscan(X, min_cluster_size=5, min_samples=None, alpha=1.0, cluster_selection_epsilon=0.0, function 919 self._min_spanning_tree) = hdbscan(X, **kwargs)`
H A D	_hdbscan_linkage.pyx	`3 # Minimum spanning tree single linkage implementation for hdbscan`
H A D	_prediction_utils.pyx	`2 # Utility routines in cython for prediction in hdbscan`
H A D	_hdbscan_tree.pyx	`4 # Tree handling (condensing, finding stable clusters) for hdbscan`
H A D	_hdbscan_boruvka.pyx	`5 # Minimum spanning tree single linkage implementation for hdbscan`
/dports/math/py-hdbscan/hdbscan-0.8.27/notebooks/
H A D	Performance data generation .ipynb	`9 …ference implementation of HDBSCAN and various historical versions of the hdbscan library. We need … 138 …"Now we need to build up hdbscan timings, preferably over a range of hdbscan versions to show how … 154 "import hdbscan" 307 " hdbscan.HDBSCAN().fit(data)\n",`
H A D	Flat clustering.ipynb	47 "from hdbscan import HDBSCAN\n", 48 "from hdbscan.flat import (HDBSCAN_flat,\n", 113 …"The function used for this is hdbscan.flat.HDBSCAN_flat. Unlike hdbscan.HDBSCAN, this function di… 224 …"/home/sabarish/work/hdbscan/hdbscan/flat.py:156: UserWarning: Cannot predict more than 6 with clu… 382 …"/home/sabarish/work/hdbscan/hdbscan/flat.py:156: UserWarning: Cannot predict more than 6 with clu… 609 …"The function used for prediction is hdbscan.flat.approximate_predict_flat. It works similar to hd… 670 …"/home/sabarish/work/hdbscan/hdbscan/flat.py:307: UserWarning: Cannot predict more than 5 with clu… 763 … soft-clustering (on training set) is hdbscan.flat.all_points_membership_vectors_flat. It works si… 846 …"/home/sabarish/work/hdbscan/hdbscan/flat.py:875: UserWarning: Failed to predict 8 clusters with c… 977 …ed for soft-clustering (on novel points) is hdbscan.flat.membership_vector_flat. It works similar … [all …]
H A D	How HDBSCAN Works.ipynb	`72 …ppening at each step. So let's load up the [hdbscan library](https://github.com/scikit-learn-contr… 81 "import hdbscan" 104 "clusterer = hdbscan.HDBSCAN(min_cluster_size=5, gen_min_span_tree=True)\n", 343 …of the strength of cluster membership for each point in the cluster. The hdbscan library returns t… 381 …l feel motivated to [try it out](https://github.com/scikit-learn-contrib/hdbscan). The library con…`
H A D	Benchmarking scalability of clustering implementations-v0.7.ipynb	26 …"* [HDBSCAN](https://github.com/scikit-learn-contrib/hdbscan) (A robust hierarchical version of DB… 47 "import hdbscan\n", 168 "hdbscan_ = hdbscan.HDBSCAN()\n", 256 …he hdbscan library provides \"robust single linkage clustering\" equivalent to what DeBaCl is doin… 280 "hdbscan_boruvka = hdbscan.HDBSCAN(algorithm='boruvka_kdtree')\n", 571 …ering algorithm](http://nbviewer.jupyter.org/github/scikit-learn-contrib/hdbscan/blob/master/noteb… 609 "hdbscan_boruvka = hdbscan.HDBSCAN(algorithm='boruvka_kdtree')\n", 866 … for clustering](http://nbviewer.jupyter.org/github/scikit-learn-contrib/hdbscan/blob/master/noteb…
H A D	Python vs Java.ipynb	11 …Java would do. This notebook started out as a simple benchmarking of the hdbscan clustering librar… 24 …nother notebook](http://nbviewer.jupyter.org/github/scikit-learn-contrib/hdbscan/blob/master/noteb… 108 …"Next we'll join together the reference timings with v0.1 hdbscan library timings, keeping track o… 123 "hdbscan_series['implementation'] = 'hdbscan library'\n", 189 …such as single linkage, DBSCAN, and K-Means. From that point of view the hdbscan library still per… 208 "hdbscan_series['implementation'] = 'hdbscan library'\n", 256 …thon, the 0.3 version of hdbscan was now outperforming the reference implementation in Java! In fa… 284 "hdbscan_series['implementation'] = 'hdbscan library'\n", 332 … in the higher dimensional cases can you even see separation between the hdbscan library line and … 356 "hdbscan_series['implementation'] = 'hdbscan library'\n", [all …]
H A D	Benchmarking scalability of clustering implementations 2D v0.7.ipynb	`24 …"* [HDBSCAN](https://github.com/scikit-learn-contrib/hdbscan) (A robust hierarchical version of DB… 35 "import hdbscan\n", 156 "hdbscan_ = hdbscan.HDBSCAN()\n", 260 "hdbscan_prims = hdbscan.HDBSCAN(algorithm='prims_kdtree')\n", 264 "hdbscan_boruvka = hdbscan.HDBSCAN(algorithm='boruvka_kdtree')\n", 684 "hdbscan_boruvka = hdbscan.HDBSCAN(algorithm='boruvka_kdtree')\n",`
H A D	How Soft Clustering for HDBSCAN Works.ipynb	`10 …ratch -- not in the efficient way that the [hdbscan library](https://github.com/scikit-learn-contr… 33 "import hdbscan\n", 93 "clusterer = hdbscan.HDBSCAN(min_cluster_size=15).fit(data)" 162 " leaves = hdbscan.plots._recurse_leaf_dfs(cluster_tree, cluster_id)\n", 309 " leaves = hdbscan.plots._recurse_leaf_dfs(cluster_tree, cluster)\n", 317 " leaves = hdbscan.plots._recurse_leaf_dfs(tree, cluster)\n",`
/dports/math/py-hdbscan/
H A D	.license-catalog.mk	`5 _LICENSE_DISTFILES=hdbscan-0.8.27.tar.gz`
/dports/science/py-scikit-learn/scikit-learn-1.0.2/doc/
H A D	related_projects.rst	238 - `hdbscan <https://github.com/scikit-learn-contrib/hdbscan>`_ HDBSCAN and Robust Single
/dports/science/py-scikit-learn/scikit-learn-1.0.2/doc/modules/
H A D	clustering.rst	937 `HDBSCAN <https://hdbscan.readthedocs.io>`_. The HDBSCAN implementation is