Features: ChannelFirst2d #361
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* Update features.py * Update features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Value Update test_features.py Update features.py Update test_features.py Update features.py * Update test_features.py * remove __gpu_compatible__ * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update aberrations.py * Update optics.py * Update image.py * Update holography.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update test_features.py * Update test_features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update features.py * Update test_features.py * Update test_features.py * Update features.py * Update features.py * Update test_features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update _config.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update _config.py * Update features.py * Update features.py * Update features.py * Updated the documentation of features/__sub__ (#356) * updated documentation of features/__sub__ * minor changes * remove blank * Update documentation of features/__pow__ (#359) * Update documentation of features/__pow__ * Update * u --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> * Update features.py * Update features.py * Update features.py * Update features.py * added get_backend() as a feature method + unittesting to switch and get backend (#360) * Update features.py * Update test_features.py * Sequences restructuring (#345) * features: added to_sequential() * refactoring: SequentialProperty * typo in type hint * added dependency support for the set methods. * docs for to_sequential() * Update features.py * Update features.py * Add files via upload * edits Update sequences.py Update properties.py Update sequences.py Update sequences.py Update DTAT341_sequences.ipynb * Update test_properties.py * Update properties.py * u * Update properties.py * Update test_properties.py * Update properties.py * Update __init__.py * Update properties.py * Update properties.py * Update features.py * Update features.py * Update sequences.py * documentation and type hints * import Optional, Dict * missing comma... * current attributes * fix: typo in docstring. * documentation for sequences * typo * Update sequences.py * : * future import * documentation * DTAT306: Added SequentialProperty Example. (#350) * Added SequentialProperty example * typo * set length & index in seqprop __init__ * variable rename: sequence_step <- sequence_index * variable rename: sequence_step <- sequence_index * Update test_properties.py with new variable name * update documentation of SequentialProperty * variable name change: current and initialization * Update test_properties.py * Update features.py * Update sequences.py * sampling rule in init. * attributes * Update properties.py * Update features.py * Update properties.py * Update test_sequences.py * Revert "Update test_sequences.py" This reverts commit 503ea57. * Update properties.py * Update test_sequences.py * sequentialproperty docs * markov chain example in properties tutorial * Update seq_prop names * Update features.py * Update properties.py * Update properties.py * Update properties.py * Update properties.py * Update properties.py * Update properties.py * removed duplicate method * added example in docs * Updated tutorial with new names and examples * Update unit test * Update test_properties.py * Variable name changes * Update test_sequences.py * sequentialproperty docs * markov chain example in properties tutorial * new sequentialproperty attribute names * removed duplicate method * added example in docs * Updated tutorial with new names and examples * Update unit test * Update test_properties.py * docs: example of to_sequential() * create_action in __init__ * Added Previous() to SequentialProperty * Removed previous from backend.core * removed upsample from unit tests * Specific imports * u * sequences type hints * Updated SequentialProperty example * comma * Update __init__.py * Update features.py * Update DTAT306_properties.ipynb * Update DTAT306_properties.ipynb * Update DTAT341_sequences.ipynb * Update DTAT306_properties.ipynb * Update properties.py * Update test_properties.py * Update test_properties.py * Update features.py * Update features.py * Update optics.py * Update sequences.py * Update properties.py * Update test_sequences.py * Update features.py --------- Co-authored-by: Giovanni Volpe <giovanni.volpe@physics.gu.se> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update features.py * Update augmentations.py * Update types.py * Update utils.py * Update types.py * Update test_features.py * Update test_utils.py * Update DTAT387_types.ipynb * u * Update types.py * Update DTAT301_features.ipynb * Update DTAT387_types.ipynb * Update DTAT306_properties.ipynb * Update DTAT301_features.ipynb * Update DTAT306_properties.ipynb * Update DTAT341_sequences.ipynb * Update features.py * Added more documentation for features/__rsub__ (#363) * Added more documentation for features/__rsub__ * Update features.py --------- Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Added more documentation for features/__mul__ (#364) * Added more documentation for features/__mul__ * Update features.py --------- Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Added more documentation to features/__rmul__ (#365) * Update features.py * Polish documentationof feature/__pow__ (#366) * Update documentation of features/__pow__ * Update * u * Polish 1. remove >>> 2. remove blank * u * u * Update features.py --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Add documentation of features/__rpow__ (#367) * Add documentation of features/__rpow__ * u * u * u * u * Update features.py --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * polishing of sources initial polishing of sources * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * features: __truediv__ (#362) * implemented truediv and rtruediv * docstring clarification * removed white spaces and updated example * example update * Implemented feedback * Update features.py --------- Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Update base.py * al/features/__rtruediv__ polishing (#369) * removed update(), added dynamic example for rtruediv * Update features.py * Update features.py --------- Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Update features.py * features: __floordiv__ (#368) * added __floordiv__ * docs * Implemented feedback from Mirja * minor adjustments * updated example * Update features.py --------- Co-authored-by: mirjagranfors <mirja98granfors@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Update features.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Update base.py * Features: ChannelFirst2d (#361) * documented channel2d func * unit tests: channelfirst2d * type hints * Update features.py * NDArray type hint * included Image type hint and xp usage * unit test checks for torch_available * Update features.py * u * docs * linebreak * docs * Update test_features.py * Update test_features.py * deprecation warning & tests * Added support for Image objects * Tests for image objects * docs * tests and axis compatibility * fix for repeated calls * revert changes to upscale * Implemented feedback --------- Co-authored-by: Giovanni Volpe <giovanni.volpe@physics.gu.se> * Update features.py * Create __init__.py * Create test_base.py * Update test_base.py * Update DTAT391A_sources.base.ipynb * Delete interface_v2.mp4 * Update DTAT391B_sources.folder.ipynb * Update folder.py * Update test_features.py * Update folder.py * Update folder.py * Update folder.py * Update folder.py * Create test_folder.py * Update test_folder.py * Update folder.py * Update folder.py * Update test_folder.py * Add docs of /features/__gt__ (#372) * add docs of feature/__gt__ * u * u code example * polish --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> * Add docs of /features/__rgt__ (#373) * Add docs of features/__rgt__ * fix typo * polish * fix error * u * Update features.py --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Add docs of /features/__lt__ (#374) * add docs of /features/__lt__ * u --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> * Add docs of /features/__rlt__ (#375) * add docs of /features/__rlt__ * u * u * Update features.py --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Update features.py * Add docs of /features/__le__ (#376) * add docs 0f /featuers/__le__ * u --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> * Update features.py * Add docs of /features/__rle__ (#377) * add docs of /features/__rle__ * u * u * Update features.py --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Update features.py * Update features.py * add docs of /features/__ge__ (#378) Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> * Update features.py * Add docs of /features/__rge__ (#379) * add docs 0f /features/__rge__ * u * u * right , * Update features.py --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * Add docs of /features/__xor__ (#382) * add docs of /features/__xor__ * remove blank spaces --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> * Add docs of /features/__rand__ (#381) * add docs of /features/__rand__ * Update features.py --------- Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Giovanni Volpe <46021832+giovannivolpe@users.noreply.github.com> * add docs of /features/__and__ (#380) Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> * Update features.py * Update __init__.py * Update rng.py * Update README.md * Update DTAT391B_sources.folder.ipynb * Update features.py * Update aberrations.py * Update mie.py * Update pint_definition.py * Update polynomials.py * Update units.py * Update radialcenter.py * Update features.py * Update data.py * Update statistics.py * Update scatterers.py * Update optics.py * Update noises.py * Update math.py * Update image.py * Update elementwise.py * Update holography.py --------- Co-authored-by: Mirja Granfors <95694095+mirjagranfors@users.noreply.github.com> Co-authored-by: Jiacheng Huang <31703396+JChonpca@users.noreply.github.com> Co-authored-by: Jiacheng Huang <chonpcaacpnohc@gmail.com> Co-authored-by: Alex <95913221+Pwhsky@users.noreply.github.com> Co-authored-by: mirjagranfors <mirja98granfors@gmail.com>
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Feedback implemented from PR #354