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github.com/DmitryUlyanov/Multicore-TSNE
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Functions
64 in github.com/DmitryUlyanov/Multicore-TSNE
⨍
Functions
64
◇
Types & classes
14
↓ 13 callers
Method
fit_transform
(self, X, _y=None)
MulticoreTSNE/__init__.py:109
↓ 5 callers
Function
max
multicore_tsne/splittree.h:18
↓ 3 callers
Method
dimensionality
multicore_tsne/vptree.h:57
↓ 3 callers
Method
index
multicore_tsne/vptree.h:56
↓ 2 callers
Method
computeNonEdgeForces
Compute non-edge forces using Barnes-Hut algorithm
multicore_tsne/splittree.cpp:232
↓ 2 callers
Function
pdist
Condensed pairwise distances, like scipy.spatial.distance.pdist()
MulticoreTSNE/tests/test_base.py:16
↓ 2 callers
Method
run
multicore_tsne/tsne.cpp:44
↓ 2 callers
Function
sign
multicore_tsne/tsne.h:17
↓ 2 callers
Method
x
multicore_tsne/vptree.h:58
↓ 1 callers
Function
abs_d
multicore_tsne/splittree.h:19
↓ 1 callers
Method
build_extension
(self, ext)
setup.py:46
↓ 1 callers
Method
containsPoint
Checks whether a point lies in a cell
multicore_tsne/splittree.cpp:10
↓ 1 callers
Method
create
Function to create a new VpTree from data
multicore_tsne/vptree.h:89
↓ 1 callers
Function
euclidean_distance_squared
multicore_tsne/vptree.h:62
↓ 1 callers
Function
get_bits
multicore_tsne/splittree.cpp:159
↓ 1 callers
Method
get_cmake_version
(self)
setup.py:33
↓ 1 callers
Function
get_mnist
()
MulticoreTSNE/examples/test.py:19
↓ 1 callers
Function
get_mnist
()
MulticoreTSNE/examples/test_py_bh_tsne.py:15
↓ 1 callers
Function
get_mnist
()
MulticoreTSNE/examples/test_sklearn.py:12
↓ 1 callers
Function
imscatter
Creates a scatter plot, where each plot is shown by corresponding image
tsne-embedding.py:9
↓ 1 callers
Method
insert
Insert a point into the SplitTree
multicore_tsne/splittree.cpp:106
↓ 1 callers
Function
min
multicore_tsne/splittree.h:17
↓ 1 callers
Function
plot
(Y, classes, name)
MulticoreTSNE/examples/test.py:26
↓ 1 callers
Function
plot
(Y, classes, name)
MulticoreTSNE/examples/test_py_bh_tsne.py:23
↓ 1 callers
Function
plot
(Y, classes, name)
MulticoreTSNE/examples/test_sklearn.py:19
↓ 1 callers
Method
randn
multicore_tsne/tsne.cpp:611
↓ 1 callers
Method
search
Function that uses the tree to find the k nearest neighbors of target
multicore_tsne/vptree.h:96
Method
DataPoint
multicore_tsne/vptree.h:30
Method
DistanceComparator
multicore_tsne/vptree.h:157
Method
HeapItem
multicore_tsne/vptree.h:144
Method
Node
multicore_tsne/vptree.h:132
Method
SplitTree
Default constructor for quadtree -- build tree, too!
multicore_tsne/splittree.cpp:22
Method
VpTree
Default constructor
multicore_tsne/vptree.h:81
Method
__init__
(self, name, sourcedir='')
setup.py:18
Method
__init__
(self, target, *args)
MulticoreTSNE/__init__.py:16
Method
__init__
(self, n_components=2, perplexity=30.0, early_exaggeration=
MulticoreTSNE/__init__.py:50
Method
buildFromPoints
Function that (recursively) fills the tree
multicore_tsne/vptree.h:164
Method
computeGaussianPerplexity
multicore_tsne/tsne.cpp:336
Method
computeGradient
multicore_tsne/tsne.cpp:222
Function
euclidean_distance
multicore_tsne/vptree.h:71
Method
evaluateError
multicore_tsne/tsne.cpp:298
Method
fill
Build SplitTree on dataset
multicore_tsne/splittree.cpp:223
Method
fit
(self, X, y=None)
MulticoreTSNE/__init__.py:105
Method
init
Main initialization function
multicore_tsne/splittree.cpp:74
Method
initialize_options
(self)
setup.py:29
Method
operator()
multicore_tsne/vptree.h:158
Method
operator<
multicore_tsne/vptree.h:148
Method
run
(self)
setup.py:39
Method
run
(self)
MulticoreTSNE/__init__.py:21
Method
setUpClass
(cls)
MulticoreTSNE/tests/test_base.py:23
Method
subdivide
Create four children which fully divide this cell into four quads of equal area
multicore_tsne/splittree.cpp:174
Method
symmetrizeMatrix
multicore_tsne/tsne.cpp:473
Method
test_attributes
(self)
MulticoreTSNE/tests/test_base.py:70
Method
test_dont_change_x
(self)
MulticoreTSNE/tests/test_base.py:50
Method
test_init_from_y
(self)
MulticoreTSNE/tests/test_base.py:56
Method
test_n_jobs
(self)
MulticoreTSNE/tests/test_base.py:40
Method
test_perplexity
(self)
MulticoreTSNE/tests/test_base.py:45
Method
test_tsne
(self)
MulticoreTSNE/tests/test_base.py:26
Function
tsne_run_double
multicore_tsne/tsne.cpp:626
Method
zeroMean
multicore_tsne/tsne.cpp:582
Method
~Cell
multicore_tsne/splittree.h:28
Method
~Node
multicore_tsne/vptree.h:135
Method
~SplitTree
Destructor for SplitTree
multicore_tsne/splittree.cpp:96
Method
~VpTree
Destructor
multicore_tsne/vptree.h:84