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Functions27,130 in github.com/awslabs/predictive-maintenance-using-machine-learning

↓ 19 callersFunctionassert_framelist_equal
(list1, list2, *args, **kwargs)
source/predictive_maintenance/pandas/tests/io/test_html.py:40
↓ 19 callersFunctionblock
Assemble an nd-array from nested lists of blocks. Blocks in the innermost lists are concatenated (see `concatenate`) along the last dime
source/predictive_maintenance/numpy/core/shape_base.py:670
↓ 19 callersFunctionbuild_err_msg
(arrays, err_msg, header='Items are not equal:', verbose=True, names=('ACTUAL', 'DESIRED'),
source/predictive_maintenance/numpy/testing/_private/utils.py:266
↓ 19 callersFunctioncheck
(nlevels, with_nulls)
source/predictive_maintenance/pandas/tests/indexes/multi/test_duplicates.py:186
↓ 19 callersMethodcheck_einsum_sums
(self, dtype, do_opt=False)
source/predictive_maintenance/numpy/core/tests/test_einsum.py:233
↓ 19 callersMethodcombine_paths
Return a list of existing paths composed by all combinations of items from the arguments.
source/predictive_maintenance/numpy/distutils/system_info.py:862
↓ 19 callersFunctioncompress_nd
Suppress slices from multiple dimensions which contain masked values. Parameters ---------- x : array_like, MaskedArray The array
source/predictive_maintenance/numpy/ma/extras.py:786
↓ 19 callersMethodcummax
Cumulative max for each group.
source/predictive_maintenance/pandas/core/groupby/groupby.py:1887
↓ 19 callersMethodcummin
Cumulative min for each group.
source/predictive_maintenance/pandas/core/groupby/groupby.py:1876
↓ 19 callersMethoddtype
(self)
source/predictive_maintenance/pandas/io/pytables.py:3190
↓ 19 callersFunctiondumps
Return a string corresponding to the pickling of a masked array. This is a wrapper around ``cPickle.dumps``. Parameters ----------
source/predictive_maintenance/numpy/ma/core.py:7859
↓ 19 callersFunctionin1d
Test whether each element of a 1-D array is also present in a second array. Returns a boolean array the same length as `ar1` that is True
source/predictive_maintenance/numpy/lib/arraysetops.py:485
↓ 19 callersFunctionisComplexType
(t)
source/predictive_maintenance/numpy/linalg/linalg.py:121
↓ 19 callersFunctionis_datetime64_any_dtype
Check whether the provided array or dtype is of the datetime64 dtype. Parameters ---------- arr_or_dtype : array-like The ar
source/predictive_maintenance/pandas/core/dtypes/common.py:1078
↓ 19 callersFunctionis_dict_like
Check if the object is dict-like. Parameters ---------- obj : The object to check Returns ------- is_dict_like : bool
source/predictive_maintenance/pandas/core/dtypes/inference.py:381
↓ 19 callersMethodisin
Whether each element in the DataFrame is contained in values. Parameters ---------- values : iterable, Series, DataF
source/predictive_maintenance/pandas/core/frame.py:7857
↓ 19 callersFunctionlogspace
Return numbers spaced evenly on a log scale. In linear space, the sequence starts at ``base ** start`` (`base` to the power of `start`)
source/predictive_maintenance/numpy/core/function_base.py:188
↓ 19 callersFunctionmask_rowcols
Mask rows and/or columns of a 2D array that contain masked values. Mask whole rows and/or columns of a 2D array that contain masked valu
source/predictive_maintenance/numpy/ma/core.py:7272
↓ 19 callersMethodmemory_usage
Return the memory usage of each column in bytes. The memory usage can optionally include the contribution of the index and e
source/predictive_maintenance/pandas/core/frame.py:2511
↓ 19 callersFunctionmerge_arrays
Merge arrays field by field. Parameters ---------- seqarrays : sequence of ndarrays Sequence of arrays fill_value : {flo
source/predictive_maintenance/numpy/lib/recfunctions.py:384
↓ 19 callersMethodpipe
(self, func, *args, **kwargs)
source/predictive_maintenance/pandas/core/generic.py:4920
↓ 19 callersFunctionrand
Returns an array of random numbers with the given shape. This only uses the standard library, so it is useful for testing purposes.
source/predictive_maintenance/numpy/testing/_private/utils.py:157
↓ 19 callersMethodrender
Render the built up styles to HTML. Parameters ---------- `**kwargs` : Any additional keyword arguments are passed t
source/predictive_maintenance/pandas/io/formats/style.py:421
↓ 19 callersMethodrstrip
For each element in `self`, return a copy with the trailing characters removed. See also -------- char.rstri
source/predictive_maintenance/numpy/core/defchararray.py:2486
↓ 19 callersMethodtell
(self)
source/predictive_maintenance/pandas/tests/io/parser/test_common.py:1843
↓ 19 callersMethodwhere
(self, cond, other=None)
source/predictive_maintenance/pandas/core/indexes/base.py:3729
↓ 18 callersMethod__machine
(self, n)
source/predictive_maintenance/numpy/distutils/cpuinfo.py:383
↓ 18 callersFunction_as_pairs
Broadcast `x` to an array with the shape (`ndim`, 2). A helper function for `pad` that prepares and validates arguments like `pad_width`
source/predictive_maintenance/numpy/lib/arraypad.py:889
↓ 18 callersMethod_check_ax_scales
Check each axes has expected scales Parameters ---------- axes : matplotlib Axes object, or its list-like xa
source/predictive_maintenance/pandas/tests/plotting/common.py:300
↓ 18 callersMethod_check_box_coord
(self, patches, expected_y=None, expected_h=None, expected_x=None, expected_w=None)
source/predictive_maintenance/pandas/tests/plotting/test_frame.py:1577
↓ 18 callersMethod_constructor
(self)
source/predictive_maintenance/pandas/core/frame.py:362
↓ 18 callersMethod_create_arithmetic_method
(cls, op)
source/predictive_maintenance/pandas/core/arrays/base.py:1115
↓ 18 callersMethod_update_from
Copies some attributes of obj to self.
source/predictive_maintenance/numpy/ma/core.py:2905
↓ 18 callersFunctionassert_array_almost_equal_nulp
Compare two arrays relatively to their spacing. This is a relatively robust method to compare two arrays whose amplitude is variable.
source/predictive_maintenance/numpy/testing/_private/utils.py:1504
↓ 18 callersFunctionassert_stat_op_calc
Check that operator opname works as advertised on frame Parameters ---------- opname : string Name of the operator to test o
source/predictive_maintenance/pandas/tests/frame/test_analytics.py:23
↓ 18 callersFunctionatleast_2d
View inputs as arrays with at least two dimensions. Parameters ---------- arys1, arys2, ... : array_like One or more array-l
source/predictive_maintenance/numpy/core/shape_base.py:84
↓ 18 callersFunctioncheck_copy_result
(x, y, ccontig, fcontig, strides=False)
source/predictive_maintenance/numpy/core/tests/test_api.py:403
↓ 18 callersMethodcorrwith
Compute pairwise correlation between rows or columns of DataFrame with rows or columns of Series or DataFrame. DataFrames are first
source/predictive_maintenance/pandas/core/frame.py:7151
↓ 18 callersMethodget_libs
(self, key, default)
source/predictive_maintenance/numpy/distutils/system_info.py:736
↓ 18 callersMethodhas_table
(self, name, schema=None)
source/predictive_maintenance/pandas/io/sql.py:1197
↓ 18 callersFunctionhash_array
Given a 1d array, return an array of deterministic integers. .. versionadded:: 0.19.2 Parameters ---------- vals : ndarray, Cat
source/predictive_maintenance/pandas/core/util/hashing.py:229
↓ 18 callersMethodidxmin
Return the row label of the minimum value. If multiple values equal the minimum, the first row label with that value is retu
source/predictive_maintenance/pandas/core/series.py:1817
↓ 18 callersFunctionisscalar
(var)
source/predictive_maintenance/numpy/f2py/auxfuncs.py:100
↓ 18 callersFunctioniter_multi_index
(i)
source/predictive_maintenance/numpy/core/tests/test_nditer.py:15
↓ 18 callersMethodlen
(self, text)
source/predictive_maintenance/pandas/io/formats/format.py:301
↓ 18 callersMethodmake_block
Create a new block, with type inference propagate any values that are not specified
source/predictive_maintenance/pandas/core/internals/blocks.py:213
↓ 18 callersMethodmake_block_same_class
Wrap given values in a block of same type as self.
source/predictive_maintenance/pandas/core/internals/blocks.py:225
↓ 18 callersMethodput_twiddle_factors
Store twiddle factors for an FFT of length n in the cache. Putting multiple twiddle factors for a certain n will store it multiple
source/predictive_maintenance/numpy/fft/helper.py:259
↓ 18 callersMethodread_sql
(self, *args, **kwargs)
source/predictive_maintenance/pandas/io/sql.py:943
↓ 18 callersFunctionrot90
Rotate an array by 90 degrees in the plane specified by axes. Rotation direction is from the first towards the second axis. Parameters
source/predictive_maintenance/numpy/lib/function_base.py:74
↓ 18 callersMethodsave
Save workbook to disk.
source/predictive_maintenance/pandas/io/excel.py:1096
↓ 18 callersMethodsortlevel
For internal compatibility with with the Index API. Sort the Index. This is for compat with MultiIndex Parameters -
source/predictive_maintenance/pandas/core/indexes/base.py:1430
↓ 18 callersFunctionstack
Join a sequence of arrays along a new axis. The `axis` parameter specifies the index of the new axis in the dimensions of the result. Fo
source/predictive_maintenance/numpy/core/shape_base.py:353
↓ 17 callersMethod_from_sequence
(cls, scalars, dtype=None, copy=False)
source/predictive_maintenance/pandas/tests/arrays/test_array.py:220
↓ 17 callersFunction_wrapfunc
(obj, method, *args, **kwds)
source/predictive_maintenance/numpy/core/fromnumeric.py:54
↓ 17 callersFunctionapplyrules
(rules, d, var={})
source/predictive_maintenance/numpy/f2py/auxfuncs.py:795
↓ 17 callersMethodassert_raises_fpe
(self, fpeerr, flop, x, y)
source/predictive_maintenance/numpy/core/tests/test_numeric.py:530
↓ 17 callersFunctionassert_series_or_index_equal
(left, right)
source/predictive_maintenance/pandas/tests/test_strings.py:21
↓ 17 callersMethodastype
Change the dtype of a SparseArray. The output will always be a SparseArray. To convert to a dense ndarray with a certain dty
source/predictive_maintenance/pandas/core/arrays/sparse.py:1260
↓ 17 callersMethodastype
Coerce this type to another dtype Parameters ---------- dtype : numpy dtype or pandas type copy : bool, defa
source/predictive_maintenance/pandas/core/arrays/categorical.py:472
↓ 17 callersMethodcheck_output
(self, want, got, optionflags)
source/predictive_maintenance/numpy/testing/_private/noseclasses.py:110
↓ 17 callersMethodcompress
Return selected slices of an array along given axis as a Series. .. deprecated:: 0.24.0 See Also -------- n
source/predictive_maintenance/pandas/core/series.py:522
↓ 17 callersMethodconnect
(self)
source/predictive_maintenance/pandas/tests/io/test_sql.py:902
↓ 17 callersMethodconvert_objects
Attempt to infer better dtype for object columns. .. deprecated:: 0.21.0 Parameters ---------- convert_date
source/predictive_maintenance/pandas/core/generic.py:5852
↓ 17 callersMethodcopy
Return a copy. Returns ------- new_series : series Copy of self.
source/predictive_maintenance/numpy/polynomial/_polybase.py:523
↓ 17 callersFunctioncustomized_fcompiler
(plat=None, compiler=None)
source/predictive_maintenance/numpy/distutils/__init__.py:25
↓ 17 callersMethoddropna
Return a new Series with missing values removed. See the :ref:`User Guide <missing_data>` for more on which values are consi
source/predictive_maintenance/pandas/core/series.py:4221
↓ 17 callersMethodeq
(val)
source/predictive_maintenance/pandas/tests/test_config.py:359
↓ 17 callersFunctionf
(self)
source/predictive_maintenance/pandas/core/arrays/period.py:34
↓ 17 callersFunctionget_kind
(var)
source/predictive_maintenance/numpy/f2py/auxfuncs.py:121
↓ 17 callersMethodget_lib_dirs
(self, key='library_dirs')
source/predictive_maintenance/numpy/distutils/system_info.py:721
↓ 17 callersFunctionget_offset
Return DateOffset object associated with rule name Examples -------- get_offset('EOM') --> BMonthEnd(1)
source/predictive_maintenance/pandas/tseries/frequencies.py:169
↓ 17 callersFunctionget_op_result_name
Find the appropriate name to pin to an operation result. This result should always be either an Index or a Series. Parameters -----
source/predictive_maintenance/pandas/core/ops.py:43
↓ 17 callersFunctionis_datetime64_ns_dtype
Check whether the provided array or dtype is of the datetime64[ns] dtype. Parameters ---------- arr_or_dtype : array-like Th
source/predictive_maintenance/pandas/core/dtypes/common.py:1118
↓ 17 callersMethodkurt
(self, **kwargs)
source/predictive_maintenance/pandas/core/window.py:1780
↓ 17 callersMethodlstrip
For each element in `self`, return a copy with the leading characters removed. See also -------- char.lstrip
source/predictive_maintenance/numpy/core/defchararray.py:2393
↓ 17 callersMethodnonzero
Return the *integer* indices of the elements that are non-zero. .. deprecated:: 0.24.0 Please use .to_numpy().nonzero() a
source/predictive_maintenance/pandas/core/series.py:539
↓ 17 callersFunctionpiecewise
Evaluate a piecewise-defined function. Given a set of conditions and corresponding functions, evaluate each function on the input data w
source/predictive_maintenance/numpy/lib/function_base.py:511
↓ 17 callersFunctionqcut
Quantile-based discretization function. Discretize variable into equal-sized buckets based on rank or based on sample quantiles. For example
source/predictive_maintenance/pandas/core/reshape/tile.py:247
↓ 17 callersMethodrename_categories
Renames categories. Parameters ---------- new_categories : list-like, dict-like or callable * list-like:
source/predictive_maintenance/pandas/core/arrays/categorical.py:857
↓ 17 callersMethodsum
Sum of non-NA/null values Returns ------- sum : float
source/predictive_maintenance/pandas/core/arrays/sparse.py:1485
↓ 17 callersMethodsymmetric_difference
Compute the symmetric difference of two Index objects. Parameters ---------- other : Index or array-like res
source/predictive_maintenance/pandas/core/indexes/base.py:2510
↓ 16 callersMethod__getattribute__
(self, key)
source/predictive_maintenance/numpy/lib/npyio.py:92
↓ 16 callersMethod_check_bool_result
(self, res)
source/predictive_maintenance/pandas/tests/arrays/sparse/test_arithmetics.py:76
↓ 16 callersMethod_check_box_return_type
Check box returned type is correct Parameters ---------- returned : object to be tested, returned from boxplot
source/predictive_maintenance/pandas/tests/plotting/common.py:401
↓ 16 callersMethod_construct_axes_dict
Return an axes dictionary for myself.
source/predictive_maintenance/pandas/core/generic.py:277
↓ 16 callersMethod_holder
The array-like that can hold the underlying values. None for 'Block', overridden by subclasses that don't use an ndarray.
source/predictive_maintenance/pandas/core/internals/blocks.py:120
↓ 16 callersFunction_make_arithmetic_op
(op, cls)
source/predictive_maintenance/pandas/core/indexes/base.py:100
↓ 16 callersMethod_null_terminate
(self, s)
source/predictive_maintenance/pandas/io/stata.py:1336
↓ 16 callersMethod_test_op
(panel, op)
source/predictive_maintenance/pandas/tests/test_panel.py:285
↓ 16 callersFunctionadd
Return element-wise string concatenation for two arrays of str or unicode. Arrays `x1` and `x2` must have the same shape. Parameters
source/predictive_maintenance/numpy/core/defchararray.py:292
↓ 16 callersMethodadd_subpackage
Add a sub-package to the current Configuration instance. This is useful in a setup.py script for adding sub-packages to a package.
source/predictive_maintenance/numpy/distutils/misc_util.py:1011
↓ 16 callersMethodall
Tests whether all elements evaluate True Returns ------- all : bool See Also -------- numpy
source/predictive_maintenance/pandas/core/arrays/sparse.py:1443
↓ 16 callersMethodapply
(self, func, *args, **kwargs)
source/predictive_maintenance/pandas/core/groupby/groupby.py:666
↓ 16 callersMethodat_time
Select values at particular time of day (e.g. 9:30AM). Parameters ---------- time : datetime.time or string
source/predictive_maintenance/pandas/core/generic.py:7733
↓ 16 callersMethodcheck_metadata
(self, x, y=None)
source/predictive_maintenance/pandas/tests/generic/test_generic.py:213
↓ 16 callersMethodcopy
(self, deep=False)
source/predictive_maintenance/pandas/core/arrays/sparse.py:1182
↓ 16 callersMethodcustomize
Customize Fortran compiler. This method gets Fortran compiler specific information from (i) class definition, (ii) environment, (iii)
source/predictive_maintenance/numpy/distutils/fcompiler/__init__.py:440
↓ 16 callersFunctiondigitize
Return the indices of the bins to which each value in input array belongs. ========= ============= ============================ `right
source/predictive_maintenance/numpy/lib/function_base.py:4702
↓ 16 callersMethoddrop
Make new Index with passed list of labels deleted. Parameters ---------- labels : array-like errors : {'igno
source/predictive_maintenance/pandas/core/indexes/base.py:4939
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