Blame: docs/api/python/ndarray/random.md - apache/mxnet

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Python symbol/ndarray api re-org (#7712) * add ndarray folder * add sparse.md draft * update sparse.md * add contrib, linalg, random to ndarray.md * add contrib, linalg random to symbol * add sparse.md * update notes and op docs for sparse * remove unused files * add back random & la * fix inherited methods for sparse ndarray * remove speical members * fix lint * add contrib * add random.md 2017-09-07 13:45:21 -07:00			`# Random Distribution Generator NDArray API`

			```eval_rst
			`.. currentmodule:: mxnet.ndarray.random`
			```

			`## Overview`

			`This document lists the random distribution generator routines of the n-dimensional array package:`

			```eval_rst
			`.. autosummary::`
			`:nosignatures:`

			`mxnet.ndarray.random`
			```

			The `Random Distribution Generator NDArray` API, defined in the `ndarray.random` package, provides
			`imperative random distribution generator operations on CPU/GPU.`

			In the rest of this document, we list routines provided by the `ndarray.random` package.

			`## Random Distribution Generator`

			```eval_rst
			`.. currentmodule:: mxnet.ndarray.random`

			`.. autosummary::`
			`:nosignatures:`

			`exponential`
			`gamma`
			`generalized_negative_binomial`
			`negative_binomial`
			`normal`
			`poisson`
			`uniform`
[MXNET-68] Random shuffle implementation (#10048) * Random shuffle implementation This operator randomly shuffles an NDArray along the first axis. The order of the elements in each subarray does not change. For exmaple, if an NDArray `x` is shuffled, the order of the subarrays `x[i]` randomly changes but the order of the elements in each `x[i]` does not change. It is modeled on `numpy.random.shuffle`. In cpu, the shuffling of an 1D array is delegated to `__gnu_parallel::random_shuffle`, which utilizes openmp, for clang on linux and gcc on any OS and delegated to `std::shuffle` for other platforms. For an multidimensional array, the usual Fisher-Yates shuffling is implemented. In gpu, it shuffles the array of indices representing the subarrays and then rearrange the elements of the data array according to the shuffled index array. To shuffle the index array, a random key is generated for each index and then the indices are sorted by the keys. The sorting is delegated to mshadow's `SortByKey` which again delegates the call to thrust's `sort_by_key`. * Refactoring to avoid a preprocessing problem in Windows build * Cosmetic changes * Typo * Adding const keyword at several places * Fix the bug that integer arrays are not allowed * Revise the comments to explain the unit test * Add a check for correct array shape * Revised unit test with larger arrays * Replace the custom hash with 'str' * Fix a bug due to the integer arithmetic in python2 * Revise comments for the unit test * Fix the invalid fix in the commit f240714c * Update random.md * Update random.md 2018-03-21 07:30:30 +09:00			`multinomial`
			`shuffle`
Python symbol/ndarray api re-org (#7712) * add ndarray folder * add sparse.md draft * update sparse.md * add contrib, linalg, random to ndarray.md * add contrib, linalg random to symbol * add sparse.md * update notes and op docs for sparse * remove unused files * add back random & la * fix inherited methods for sparse ndarray * remove speical members * fix lint * add contrib * add random.md 2017-09-07 13:45:21 -07:00			`mxnet.random.seed`
			```

			`## API Reference`

correct file path for API reference auto index (#7818) * correct path for autoindex.js * correct path for ImageRecordDataset 2017-09-09 15:25:14 -07:00			`<script type="text/javascript" src='../../../_static/js/auto_module_index.js'></script>`
Python symbol/ndarray api re-org (#7712) * add ndarray folder * add sparse.md draft * update sparse.md * add contrib, linalg, random to ndarray.md * add contrib, linalg random to symbol * add sparse.md * update notes and op docs for sparse * remove unused files * add back random & la * fix inherited methods for sparse ndarray * remove speical members * fix lint * add contrib * add random.md 2017-09-07 13:45:21 -07:00
			```eval_rst

			`.. automodule:: mxnet.ndarray.random`
			`:members:`

			`.. automodule:: mxnet.random`
			`:members:`

			```

			`<script>auto_index("api-reference");</script>`