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ift
NIFTy
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84b1b2b1
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84b1b2b1
authored
Jan 20, 2018
by
Martin Reinecke
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...
...
@@ -4,7 +4,7 @@ NIFTy - Numerical Information Field Theory
[

](https://gitlab.mpcdf.mpg.de/ift/NIFTy/commits/NIFTy_4)
**NIFTy**
project homepage:
[
http://www.mpa-garching.mpg.de/ift/nifty/
](
http://www.mpa-garching.mpg.de/ift/nifty/
)
[
http
s
://www.mpa-garching.mpg.de/ift/nifty/
](
http
s
://www.mpa-garching.mpg.de/ift/nifty/
)
Summary
-------
...
...
@@ -37,13 +37,13 @@ The NIFTy library features three main classes: **Space**s that represent
certain grids,
**Field**
s that are defined on spaces, and
**LinearOperator**
s
that apply to fields.
-
[
Spaces
](
http://www.mpa-garching.mpg.de/ift/nifty/space.html
)
-
[
Spaces
](
http
s
://www.mpa-garching.mpg.de/ift/nifty/space.html
)
-
`RGSpace`
-
*n*
-dimensional regular Euclidean grid
-
`LMSpace`
- spherical harmonics
-
`GLSpace`
- Gauss-Legendre grid on the 2-sphere
-
`HPSpace`
-
[
HEALPix
](
http://sourceforge.net/projects/healpix/
)
-
`HPSpace`
-
[
HEALPix
](
http
s
://sourceforge.net/projects/healpix/
)
grid on the 2-sphere
-
[
Fields
](
http://www.mpa-garching.mpg.de/ift/nifty/field.html
)
-
[
Fields
](
http
s
://www.mpa-garching.mpg.de/ift/nifty/field.html
)
-
`Field`
- generic class for (discretized) fields
<!-- -->
...
...
@@ -51,7 +51,7 @@ that apply to fields.
Field.conjugate Field.dim Field.norm
Field.vdot Field.weight
-
[
Operators
](
http://www.mpa-garching.mpg.de/ift/nifty/operator.html
)
-
[
Operators
](
http
s
://www.mpa-garching.mpg.de/ift/nifty/operator.html
)
-
`DiagonalOperator`
- purely diagonal matrices in a specified
basis
-
`FFTOperator`
- conversion between spaces and their harmonic
...
...
@@ -64,9 +64,10 @@ Installation
### Requirements
-
[
Python
](
http://www.python.org/
)
(
v2.7.x
or 3.5.x)
-
[
NumPy
](
http://www.numpy.org/
)
-
[
Python
](
http
s
://www.python.org/
)
(
v2.7.x
or 3.5.x)
-
[
NumPy
](
http
s
://www.numpy.org/
)
-
[
pyFFTW
](
https://pypi.python.org/pypi/pyFFTW
)
-
[
matplotlib
](
https://matplotlib.org/
)
Optional dependencies:
-
[
pyHealpix
](
https://gitlab.mpcdf.mpg.de/ift/pyHealpix
)
...
...
@@ -80,12 +81,16 @@ switching to the NIFTy_4 branch:
git clone https://gitlab.mpcdf.mpg.de/ift/NIFTy.git
git checkout NIFTy_4
### Installation via pip
It is possible to simply install NIFTy with all its dependencies via the command
It is possible to simply install NIFTy with its mandatory dependencies via the command
pip install --user git+https://gitlab.mpcdf.mpg.de/ift/NIFTy.git@NIFTy_4
The optional dependencies can be installed via
pip install --user --process-dependency-links --egg git+https://gitlab.mpcdf.mpg.de/ift/NIFTy.git@NIFTy_4
pip install --user mpi4py
pip install --user git+https://gitlab.mpcdf.mpg.de/ift/pyHealpix.git
### Running the tests
...
...
@@ -102,7 +107,7 @@ following command in the repository root:
### First Steps
For a quick start, you can browse through the
[
informal
introduction
](
http://www.mpa-garching.mpg.de/ift/nifty/start.html
)
or
introduction
](
http
s
://www.mpa-garching.mpg.de/ift/nifty/start.html
)
or
dive into NIFTy by running one of the demonstrations, e.g.:
python demos/wiener_filter_via_curvature.py
...
...
@@ -122,12 +127,12 @@ Release Notes
-------------
The NIFTy package is licensed under the terms of the
[
GPLv3
](
http://www.gnu.org/licenses/gpl.html
)
and is distributed
[
GPLv3
](
http
s
://www.gnu.org/licenses/gpl.html
)
and is distributed
*without any warranty*
.
* * * * *
[1] Selig et al., "NIFTy - Numerical Information Field Theory - a
versatile Python library for signal inference",
[
A&A, vol. 554, id.
A26
](
http://dx.doi.org/10.1051/0004-6361/201321236
)
, 2013;
[
arXiv:1301.4499
](
http://www.arxiv.org/abs/1301.4499
)
A26
](
http
s
://dx.doi.org/10.1051/0004-6361/201321236
)
, 2013;
[
arXiv:1301.4499
](
http
s
://www.arxiv.org/abs/1301.4499
)
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