liknorm-py
Liknorm Python wrapper.
Install
It can be done via pip or conda.
Pip
pip install liknorm
Conda
conda install -c conda-forge liknorm-py
Running the tests
After installation, you can test it
python -c "import liknorm; liknorm.test()"
as long as you have pytest.
Example
>>> from numpy import empty
>>> from numpy.random import RandomState
>>> from liknorm import LikNormMachine
>>>
>>> machine = LikNormMachine('bernoulli')
>>> random = RandomState(0)
>>> outcome = random.randint(0, 2, 5)
>>> tau = random.rand(5)
>>> eta = random.randn(5) * tau
>>>
>>> log_zeroth = empty(5)
>>> mean = empty(5)
>>> variance = empty(5)
>>>
>>> moments = {'log_zeroth': log_zeroth, 'mean': mean, 'variance': variance}
>>> machine.moments(outcome, eta, tau, moments)
>>>
>>> print('%.3f %.3f %.3f' % (log_zeroth[0], mean[0], variance[0]))
-0.671 -0.515 0.946
Authors
License
This project is licensed under the MIT License.
1 maintainer
Metadata
1 maintainer
Release files for liknorm 2.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| liknorm-2.0.0.tar.gz | 6.4 kB | Details |
Built distributions (wheels)
Total release size: 2.5 MB
Release files / liknorm-2.0.0.tar.gz
| Download URL | liknorm-2.0.0.tar.gz |
|---|---|
| Size | 6.4 kB |
| Tags | Source |
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|---|---|
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| Tags | PyPy 3.10 PyPy 3.10 7.3 Windows x86-64 |
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