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TensorFlow.NET/src/TensorFlowNET.Core/Numpy/Numpy.cs at master · xinxin-org/TensorFlow.NET · GitHub
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Numpy.cs
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TensorFlow.NET
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TensorFlowNET.Core
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Numpy
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Numpy.cs
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/*****************************************************************************
Copyright 2021 Haiping Chen. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
******************************************************************************/
using
System
;
using
System
.
Collections
;
using
System
.
Collections
.
Generic
;
using
System
.
Numerics
;
using
System
.
Text
;
namespace
Tensorflow
.
NumPy
{
public
partial
class
np
{
/// <summary>
/// A convenient alias for None, useful for indexing arrays.
/// </summary>
/// <remarks>https://docs.scipy.org/doc/numpy-1.17.0/reference/arrays.indexing.html<br></br><br></br>https://stackoverflow.com/questions/42190783/what-does-three-dots-in-python-mean-when-indexing-what-looks-like-a-number</remarks>
public
static
readonly
Slice
newaxis
=
new
Slice
(
null
,
null
,
1
)
{
IsNewAxis
=
true
}
;
// https://docs.scipy.org/doc/numpy-1.16.0/user/basics.types.html
#region data type
public
static
readonly
TF_DataType
@bool
=
TF_DataType
.
TF_BOOL
;
public
static
readonly
TF_DataType
@char
=
TF_DataType
.
TF_INT8
;
public
static
readonly
TF_DataType
@byte
=
TF_DataType
.
TF_INT8
;
public
static
readonly
TF_DataType
uint8
=
TF_DataType
.
TF_UINT8
;
public
static
readonly
TF_DataType
ubyte
=
TF_DataType
.
TF_UINT8
;
public
static
readonly
TF_DataType
int16
=
TF_DataType
.
TF_INT16
;
public
static
readonly
TF_DataType
uint16
=
TF_DataType
.
TF_UINT16
;
public
static
readonly
TF_DataType
int32
=
TF_DataType
.
TF_INT32
;
public
static
readonly
TF_DataType
uint32
=
TF_DataType
.
TF_UINT32
;
public
static
readonly
TF_DataType
int64
=
TF_DataType
.
TF_INT64
;
public
static
readonly
TF_DataType
uint64
=
TF_DataType
.
TF_UINT64
;
public
static
readonly
TF_DataType
float32
=
TF_DataType
.
TF_FLOAT
;
public
static
readonly
TF_DataType
float64
=
TF_DataType
.
TF_DOUBLE
;
public
static
readonly
TF_DataType
@double
=
TF_DataType
.
TF_DOUBLE
;
public
static
readonly
TF_DataType
@decimal
=
TF_DataType
.
TF_DOUBLE
;
public
static
readonly
TF_DataType
complex_
=
TF_DataType
.
TF_COMPLEX
;
public
static
readonly
TF_DataType
complex64
=
TF_DataType
.
TF_COMPLEX64
;
public
static
readonly
TF_DataType
complex128
=
TF_DataType
.
TF_COMPLEX128
;
#endregion
public
static
double
nan
=>
double
.
NaN
;
public
static
double
NAN
=>
double
.
NaN
;
public
static
double
NaN
=>
double
.
NaN
;
public
static
double
pi
=>
Math
.
PI
;
public
static
double
e
=>
Math
.
E
;
public
static
double
euler_gamma
=>
0.57721566490153286060651209008240243d
;
public
static
double
inf
=>
double
.
PositiveInfinity
;
public
static
double
infty
=>
double
.
PositiveInfinity
;
public
static
double
Inf
=>
double
.
PositiveInfinity
;
public
static
double
NINF
=>
double
.
NegativeInfinity
;
public
static
double
PINF
=>
double
.
PositiveInfinity
;
public
static
double
Infinity
=>
double
.
PositiveInfinity
;
public
static
double
infinity
=>
double
.
PositiveInfinity
;
public
static
bool
array_equal
(
NDArray
a
,
NDArray
b
)
=>
a
.
Equals
(
b
)
;
public
static
NDArray
concatenate
(
NDArray
[
]
arrays
,
int
axis
=
0
)
=>
throw
new
NotImplementedException
(
""
)
;
public
static
NDArray
frombuffer
(
byte
[
]
bytes
,
string
dtype
)
=>
throw
new
NotImplementedException
(
""
)
;
public
static
bool
allclose
(
NDArray
a
,
NDArray
b
,
double
rtol
=
1.0E-5
,
double
atol
=
1.0E-8
,
bool
equal_nan
=
false
)
=>
throw
new
NotImplementedException
(
""
)
;
public
static
class
random
{
public
static
NDArray
permutation
(
int
x
)
{
throw
new
NotImplementedException
(
""
)
;
}
public
static
void
shuffle
(
NDArray
nd
)
{
}
public
static
NDArray
rand
(
params
int
[
]
shape
)
=>
throw
new
NotImplementedException
(
""
)
;
public
static
NDArray
randint
(
long
x
)
=>
throw
new
NotImplementedException
(
""
)
;
public
static
NDArray
RandomState
(
int
x
)
=>
throw
new
NotImplementedException
(
""
)
;
}
public
static
NpzDictionary
<
T
>
Load_Npz
<
T
>
(
byte
[
]
bytes
)
where
T
:
class
,
IList
,
ICloneable
,
ICollection
,
IEnumerable
,
IStructuralComparable
,
IStructuralEquatable
{
throw
new
NotImplementedException
(
""
)
;
}
}
}
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