@@ -1217,7 +1217,7 @@ Bug Fixes
12171217 before returning pointer with asynchronous calls in CPU backend.
12181218 * OpenCL Backend: [ fix segfaults] ( https://github.com/arrayfire/arrayfire/issues/1324 )
12191219 when requested for device pointers on empty arrays.
1220- * Fixed \ref af::array:: operator%() from using [ rem to mod] ( https://github.com/arrayfire/arrayfire/issues/1318 ) .
1220+ * Fixed \ref af::operator%() from using [ rem to mod] ( https://github.com/arrayfire/arrayfire/issues/1318 ) .
12211221* Fixed [ array destruction] ( https://github.com/arrayfire/arrayfire/issues/1321 )
12221222 when backends are switched in Unified API.
12231223* Fixed [ indexing] ( https://github.com/arrayfire/arrayfire/issues/1331 ) after
@@ -1356,9 +1356,9 @@ Deprecations
13561356Documentation
13571357--------------
13581358
1359- * Fixes to documentation for \ref matchTemplate().
1359+ * Fixes to documentation for \ref af:: matchTemplate().
13601360* Improved documentation for deviceInfo.
1361- * Fixes to documentation for \ref exp().
1361+ * Fixes to documentation for \ref af:: exp().
13621362
13631363Known Issues
13641364------------
@@ -1497,18 +1497,18 @@ Major Updates
14971497Function Additions
14981498------------------
14991499* Unified Backend
1500- * \ref setBackend() - Sets a backend as active
1501- * \ref getBackendCount() - Gets the number of backends available for use
1502- * \ref getAvailableBackends() - Returns information about available backends
1503- * \ref getBackendId() - Gets the backend enum for an array
1500+ * \ref af:: setBackend() - Sets a backend as active
1501+ * \ref af:: getBackendCount() - Gets the number of backends available for use
1502+ * \ref af:: getAvailableBackends() - Returns information about available backends
1503+ * \ref af:: getBackendId() - Gets the backend enum for an array
15041504
15051505* Vision
1506- * \ref homography() - Homography estimation
1507- * \ref gloh() - GLOH Descriptor for SIFT
1506+ * \ref af:: homography() - Homography estimation
1507+ * \ref af:: gloh() - GLOH Descriptor for SIFT
15081508
15091509* Image Processing
1510- * \ref loadImageNative() - Load an image as native data without modification
1511- * \ref saveImageNative() - Save an image without modifying data or type
1510+ * \ref af:: loadImageNative() - Load an image as native data without modification
1511+ * \ref af:: saveImageNative() - Save an image without modifying data or type
15121512
15131513* Graphics
15141514 * \ref af::Window::plot3() - 3-dimensional line plot
@@ -1522,26 +1522,26 @@ Function Additions
15221522 * \ref af_release_indexers()
15231523
15241524* CUDA Backend Specific
1525- * \ref setNativeId() - Set the CUDA device with given native id as active
1525+ * \ref afcu:: setNativeId() - Set the CUDA device with given native id as active
15261526 * ArrayFire uses a modified order for devices. The native id for a
15271527 device can be retreived using ` nvidia-smi `
15281528
15291529* OpenCL Backend Specific
1530- * \ref setDeviceId() - Set the OpenCL device using the ` clDeviceId `
1530+ * \ref afcl:: setDeviceId() - Set the OpenCL device using the ` clDeviceId `
15311531
15321532Other Improvements
15331533------------------------
1534- * Added \ref c32 and \ref c64 support for \ref isNaN(), \ref isInf() and \ref iszero()
1535- * Added CPU information for ` x86 ` and ` x86_64 ` architectures in CPU backend's \ref info()
1536- * Batch support for \ref approx1() and \ref approx2()
1534+ * Added \ref c32 and \ref c64 support for \ref af:: isNaN(), \ref af:: isInf() and \ref af:: iszero()
1535+ * Added CPU information for ` x86 ` and ` x86_64 ` architectures in CPU backend's \ref af:: info()
1536+ * Batch support for \ref af:: approx1() and \ref af:: approx2()
15371537 * Now can be used with gfor as well
15381538* Added \ref s64 and \ref u64 support to:
1539- * \ref sort() (along with sort index and sort by key)
1540- * \ref setUnique(), \ref setUnion(), \ref setIntersect()
1541- * \ref convolve() and \ref fftConvolve()
1542- * \ref histogram() and \ref histEqual()
1543- * \ref lookup()
1544- * \ref mean()
1539+ * \ref af:: sort() (along with sort index and sort by key)
1540+ * \ref af:: setUnique(), \ref af:: setUnion(), \ref af:: setIntersect()
1541+ * \ref af:: convolve() and \ref af:: fftConvolve()
1542+ * \ref af:: histogram() and \ref af:: histEqual()
1543+ * \ref af:: lookup()
1544+ * \ref af:: mean()
15451545* Added \ref AF_MSG macro
15461546
15471547Build Improvements
@@ -1553,15 +1553,15 @@ Build Improvements
15531553
15541554Bug Fixes
15551555--------------
1556- * Fixed [ memory leak] ( https://github.com/arrayfire/arrayfire/pull/1096 ) in \ref susan()
1556+ * Fixed [ memory leak] ( https://github.com/arrayfire/arrayfire/pull/1096 ) in \ref af:: susan()
15571557* Fixed [ failing test] ( https://github.com/arrayfire/arrayfire/commit/144a2db )
1558- in \ref lower() and \ref upper() for CUDA compute 53
1558+ in \ref af:: lower() and \ref af:: upper() for CUDA compute 53
15591559* Fixed [ bug] ( https://github.com/arrayfire/arrayfire/issues/1092 ) in CUDA for indexing out of bounds
1560- * Fixed [ dims check] ( https://github.com/arrayfire/arrayfire/commit/6975da8 ) in \ref iota()
1561- * Fixed [ out-of-bounds access] ( https://github.com/arrayfire/arrayfire/commit/7fc3856 ) in \ref sift()
1562- * Fixed [ memory allocation] ( https://github.com/arrayfire/arrayfire/commit/5e88e4a ) in \ref fast() OpenCL
1560+ * Fixed [ dims check] ( https://github.com/arrayfire/arrayfire/commit/6975da8 ) in \ref af:: iota()
1561+ * Fixed [ out-of-bounds access] ( https://github.com/arrayfire/arrayfire/commit/7fc3856 ) in \ref af:: sift()
1562+ * Fixed [ memory allocation] ( https://github.com/arrayfire/arrayfire/commit/5e88e4a ) in \ref af:: fast() OpenCL
15631563* Fixed [ memory leak] ( https://github.com/arrayfire/arrayfire/pull/994 ) in image I/O functions
1564- * \ref dog() now returns float-point type arrays
1564+ * \ref af:: dog() now returns float-point type arrays
15651565
15661566Documentation Updates
15671567---------------------
@@ -1664,10 +1664,10 @@ v3.1.0
16641664Function Additions
16651665------------------
16661666* Computer Vision Functions
1667- * \ref nearestNeighbour() - Nearest Neighbour with SAD, SSD and SHD distances
1668- * \ref harris() - Harris Corner Detector
1669- * \ref susan() - Susan Corner Detector
1670- * \ref sift() - Scale Invariant Feature Transform (SIFT)
1667+ * \ref af:: nearestNeighbour() - Nearest Neighbour with SAD, SSD and SHD distances
1668+ * \ref af:: harris() - Harris Corner Detector
1669+ * \ref af:: susan() - Susan Corner Detector
1670+ * \ref af:: sift() - Scale Invariant Feature Transform (SIFT)
16711671 * Method and apparatus for identifying scale invariant features"
16721672 "in an image and use of same for locating an object in an image,\" David"
16731673 "G. Lowe, US Patent 6,711,293 (March 23, 2004). Provisional application"
@@ -1677,7 +1677,7 @@ Function Additions
16771677 "Columbia.")
16781678 * SIFT is available for compiling but does not ship with ArrayFire
16791679 hosted installers/pre-built libraries
1680- * \ref dog() - Difference of Gaussians
1680+ * \ref af:: dog() - Difference of Gaussians
16811681
16821682* Image Processing Functions
16831683 * \ref ycbcr2rgb() and \ref rgb2ycbcr() - RGB <->YCbCr color space conversion
@@ -1803,20 +1803,20 @@ Bug Fixes
18031803--------------
18041804
18051805* Added missing symbols from the compatible API
1806- * Fixed a bug affecting corner rows and elements in \ref grad()
1806+ * Fixed a bug affecting corner rows and elements in \ref af:: grad()
18071807* Fixed linear interpolation bugs affecting large images in the following:
1808- - \ref approx1()
1809- - \ref approx2()
1810- - \ref resize()
1811- - \ref rotate()
1812- - \ref scale()
1813- - \ref skew()
1814- - \ref transform()
1808+ - \ref af:: approx1()
1809+ - \ref af:: approx2()
1810+ - \ref af:: resize()
1811+ - \ref af:: rotate()
1812+ - \ref af:: scale()
1813+ - \ref af:: skew()
1814+ - \ref af:: transform()
18151815
18161816Documentation
18171817-----------------
18181818
1819- * Added missing documentation for \ref constant()
1819+ * Added missing documentation for \ref af:: constant()
18201820* Added missing documentation for ` array::scalar() `
18211821* Added supported input types for functions in ` arith.h `
18221822
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