Package phiml
PhiML.
Project homepage: https://github.com/tum-pbs/PhiML
Documentation overview: https://tum-pbs.github.io/PhiML
PyPI: https://pypi.org/project/phiml/
This package can be used as convenience import, i.e. from phiml import *.
Sub-modules
phiml.backend-
Low-level library wrappers for delegating vector operations.
phiml.dataclasses-
PhiML makes it easy to work with custom classes. Any class decorated with
@dataclasscan be used withphiml.mathfunctions, such asshape(), … phiml.latent-
Dimensionality reduction and latent space models …
phiml.math-
Vectorized operations, tensors with named dimensions …
phiml.nn-
Unified neural network library. Includes …
phiml.os-
Adding vectorization to
phiml.osfunctions …
Functions
def set_logging_level(level='debug')-
Sets the logging level for Φ-ML functions.
Args
level- Logging level, one of
'critical', 'fatal', 'error', 'warning', 'info', 'debug'
def verify()-
Checks your configuration for potential problems and prints a summary.
To run verify without importing
phiml, run the scripttests/verify.pyincluded in the source distribution.