cheetah-accelerator - 0.7.5

🚀 Features

• Add support for elements (especially Drift) with negative length (see #480) (@Hespe)
• Warnings are now available in the top-level namespace so that they can be referenced as e.g. cheetah.PhysicsWarning to shorten filterwarnigns code. (see #497) (@jank324)
• Add the ability to the Bmad and Elegant converters to parse expressions that access properties from other elements (see #501, #498) (@amylizzle, @jank324)
• Update the Elegant converter to allow element names with colon as well as the definition of reversed beamlines with a minus sign. (see #504) (@cr-xu, @jank324)
• Segments can now conveniently be reversed with the Segment.reversed method (see #504) (@jank324)
• New feature for generating 3D models of lattices and viewing them (see #352, #502, #511) (@jank324, @chrisjcc, @SuchethShenoy)

🐛 Bug fixes

• Fix various dtype and device pertaining to ParticleBeam, Species and SpaceChargeKick (see #485, #486, #490, #491) (@Hespe, @jank324, @adhamrait)
• Remove incorrect implementation of split from HorizontalCorrector and VerticalCorrector (see #480) (@Hespe)

🐆 Other

• Updated contributor list and funding strings in README and on docs index page (see #487) (@jank324)
• Add a Binder and link to cheetah-demos (see #482) (@smartsammler, @jank324)
• PyTorch is now configured to use only deterministic algorithms during tests, preventing intermittent test failures (see #480) (@Hespe)
• Make README example more copy-paste friendly, and generally improve it and the simple intro notebook in the docs. (see #493, #496) (@jank324, @ax3l)
• Fix comparison tests to work with new PyPI release of Ocelot. Remove Twiss tests where they are not needed. Increase tolerances where Cheetah and Ocelot follow slightly different models. (see #513, #519) (@jank324, @cr-xu, @Hespe)

🌟 First Time Contributors

• Julian Gethmann (@smartsammler)
• Arjun Dhamrait (@adhamrait)
• Christian Contreras-Campana (@chrisjcc)
• Sucheth Shenoy (@SuchethShenoy)

- Python
Published by jank324 7 months ago

cheetah-accelerator - 0.7.4

🚀 Features

• The new warning system was extended to have more specific subclasses of PhysicsWarning to allow for better and easier filtering of warnings (see #415) (@Hespe, @jank324)
• Implement an infix notation parser for Bmad and Elegant converters, fixing a potential security issue where eval() could be called on user input. (see #412) (@amylizzle)
• Improve numerical stability of the base_rmatrix and base_ttensor functions (related to #469) (see #474) (@Hespe, @jank324)
• Minor speed improvements in base_rmatrix and base_ttensor by reducing memory allocations for constants, and skipping rotation computations when the present tilt has now effect. (see #474) (@Hespe, @jank324)

🐛 Bug fixes

• Fix issue that base_rmatrix has large error for small k1 values even for double precision (see #469) (@cr-xu)
• Rework the covariance computation in ParticleBeam.as_parameter_beam to fix an issue that caused the covariance to be computed incorrectly for vectorised beams (see #471) (@cr-xu, @jank324, @Hespe)
• Unrecognised element properties in Bmad and Elegant lattice files now print a warning instead of exiting with an AssertionError (see #415) (@amylizzle, @jank324)
• A bug was fixed that caused the Bmad and Elegant importers to incorrectly parse ; line endings and comments starting with # (see #415) (@Hespe, @jank324)
• The santize_names parameter is now correctly passed to BPM and Marker elements when converting from Elegant (see #473) (@amylizzle)

- Python
Published by jank324 8 months ago

cheetah-accelerator - 0.7.3

🚨 Breaking Changes

• The default resolution of all plotting functions on Segment is now None, i.e. element-wise. For most lattices this will only result in faster plotting, but note that it is possible that your plots look slightly different, especially if your lattice is short or has few elements. (see #459) (@jank324, @Hespe)
• Cheetah now requires torch>=2.3 (see #461) (@jank324)
• Combine the num_grid_points_{x,y,tau} arguments of SpaceChargeKick into the grid_shape tuple. Fixes the cloning of SpaceChargeKick. In addition, the grid_extend_* properties were renamed to grid_extent_* (see #418) (@Hespe, @jank324)
• Warning messages, which were previously just printed are now produced using the warnings module, brining with it all the features of the latter. (see #450) (@Hespe, @jank324)

🚀 Features

• Add KQUAD and CSRCSBEND element names to Elegant converter (see #409) (@amylizzle)
• Add Sextupole to Bmad, Elegant, and Ocelot converters (see #430) (@Hespe)
• Implement convenience method for quickly setting attributes for all elements of a type in a Segment (see #431) (@jank324)
• Add a method to ParticleBeam that lets you subsample a particle beam with fewer particles and the same distribution (see #432, #465) (@jank324)
• Segment now has new functions beam_along_segment_generator and get_beam_attrs_along_segment for easily retrieving beam objects and their properties. The plot functions have been refactored to use these, and two functions plot_beam_attrs and plot_beam_attrs_over_lattice were added for straightforward plotting of different beam attributes in a single line of code. (see #436, #440) (@jank324, @amylizzle)
• Beam subclasses now track their s position along the beamline (see #436) (@jank324)
• There is a warning now when converting elements from Elegant or Bmad that have names which are invalid for use with the segment.element_name syntax, and add a convenience method for explicitly converting these names to valid Python variable names. (see #411) (@amylizzle, @jank324)
• Rotation matrices are no longer computed twice for forward and backward phase space rotations (see #452) (@Hespe)

🐛 Bug fixes

• Fix issue where Dipole with tracking_method="bmadx" and angle=0.0 would output NaN values as a result of a division by zero (see #434) (@jank324)
• Fix issue in CI space-charge tests (incorrect beam duration in non-relativistic case) (see #446) (@RemiLehe)
• Fix issue that passing tensors with requires_grad=True does not result in gradient tracked particles when using ParticleBeam.from_parameters initialization (see #445) (@cr-xu)
• Fix import of CustomTransferMap from Elegant. The affine phase-space component was previously not carried through (see #455) (@Hespe)
• Provide more default values for parameters in the Elegant conversion, where elements without length l for example broke the converter. (see #442) (@cr-xu)
• Functions using Sextupole.split and Sextupole.plot no longer raise an error (see #453) (@Hespe)

🐆 Other

• Bmad is no longer actively run in the test workflows, and comparisons to Bmad are now done on static pre-computed results from Bmad. This also removes the use of Anaconda in the test workflow. (see #429, #431) (@jank324)
• The PyTorch pin to <=2.6 was removed, as the issue with abort trap: 6 was caused by Bmad is no longer actively used in the test workflow (see #429, #431) (@jank324)
• There was a temporary pin snowballstemmer<3.0 for the docs build because of an issue with the latest release. It has since been unpinned again because the release was yanked. Refer to https://github.com/sphinx-doc/sphinx/issues/13533 and https://github.com/snowballstem/snowball/issues/229. (see #436, #438) (@jank324)
• Assert that the last row of a predefined transfer map is always correct when creating a CustomTransferMap element (see #462) (@jank324, @Hespe)
• Minimum compatible versions were defined for all dependencies, and tests were added to ensure that the minimum versions are compatible with Cheetah. (see #463) (@Hespe, @jank324)
• Add a pytest marker for running tests on all subclasses of Element. The marker automatically detects if an MWE has not yet been defined for a subclass and alerts the developer through a test failure. (see #418) (@Hespe, @jank324)

🌟 First Time Contributors

• Copilot 🤖

- Python
Published by jank324 9 months ago

cheetah-accelerator - 0.7.2

🚨 Breaking Changes

• Replace the Segment.plot_reference_particle_traces with a clearer visualisation in the for of Segment.plot_mean_and_std. This also changes the plot generated by the Segment.plot_overview method. (see #392) (@RemiLehe)
• The order of the pixels in Screen.reading was changed to start from the bottom left instead of the top left. This is now consistent with the Screen.pixel_bin_centers and Screen.pixel_bin_edges properties. (see #408) (@jank324)

🚀 Features

• Implement split method for the Solenoid element (see #380) (@cr-xu)
• Implement a more robust RPN parser, fixing a bug where short strings in an Elegant variable definition would cause parsing to fail. (see #387, #417) (@amylizzle, @Hespe, @jank324)
• Add a Sextupole element (see #406) (@jank324, @Hespe)

🐛 Bug fixes

• Fix issue where semicolons after an Elegant line would cause parsing to fail (see #383) (@amylizzle)
• Fix Twiss plot to plot samples also after elements in nested (see #388) (@RemiLehe)
• Fix issue where generating screen images did not work on GPU because Screen.pixel_bin_centers was not on the same device (see #372) (@roussel-ryan, @jank324)
• Fix issue where Quadrupole.tracking_method was not preserved on cloning (see #404) (@RemiLehe, @jank324)
• The vertical screen misalignment is now correctly applied to y instead of px (see #405) (@RemiLehe)
• Fix issues when generating screen images caused by the sign of particle charges (see #394) (@Hespe, @jank324)
• Fix an issue where newer versions of torch only accept a torch.Tensor as input to torch.rad2deg (see #417) (@jank324)
• Fix bug that caused correlations to be lost in the conversion from a ParameterBeam to a ParticleBeam (see #408) (@jank324, @Hespe)

🐆 Other

• Temporarily limit torch dependency to 2.6 or lower to avoid abort trap: 6 error with 2.7 (at least on macOS) (see #419) (@jank324)

🌟 First Time Contributors

• Amelia Pollard (@amylizzle)

- Python
Published by jank324 10 months ago

cheetah-accelerator - 0.7.1

🚨 Breaking Changes

• The incoming argument of Segment.plot_overview is no longer optional. This change also affects the order of the arguments. Fixes an exception that was raised by an underlying plot function that requires incoming to be set. (see #316, #344) (@Hespe)
• Python 3.9 is no longer supported. This does not immediately break existing code, but might cause it to break in the future. (see #325) (@jank324)
• The covariance properties of the different beam classes were renamed from names like cor_x and sigma_xpx to consistent names like cov_xpx (see #331) (@jank324)
• The signature of the transfer_map method of all element subclasses was extended by a non-optional species argument (see #276) (@cr-xu, @jank324, @Hespe)
• ParticleBeam.plot_distribution allows for Seaborn-style passing of axs and returns the latter as well. In line with that change for the purpose of overlaying distributions, the contour argument of ParticleBeam.plot_2d_distribution was replaced by a style argument. (see #330) (@jank324)
• The default values for total_charge in both beam classes are no longer 0.0 but more sensible values (see #377) (@jank324)
• ParameterBeam._mu and ParameterBeam._cov were renamed to ParameterBeam.mu and ParameterBeam.cov (see #378) (@jank324)

🚀 Features

• ParticleBeam now supports importing from and exporting to openPMD-beamphysics HDF5 files and ParticleGroup objects. This allows for easy conversion to and from other file formats supported by openPMD-beamphysics. (see #305, #320) (@cr-xu, @Hespe)
• Add marker, quadrupole and csbend element names to the Elegant converter (see #327) (@jank324)
• Add Python 3.13 support (see #275) (@jank324)
• Methods to_parameter_beam and to_particle_beam have been added for convenient conversion between ParticleBeam and ParameterBeam (see #331) (@jank324)
• Beam classes now have the mu_tau and mu_p properties on their interfaces (see #331) (@jank324)
• Lattice and beam converters now adhere to the default torch dtype when no explicit dtype is passed (see #340) (@Hespe, @jank324)
• Add options to include or exclude the first and last element when retrieving a Segment.subcell and improve error handling (see #350) (@Hespe, @jank324)
• Add support for particle species through a new Species class (see #276, #376) (@cr-xu, @jank324, @Hespe)
• Various optimisations for a roughly 2x speed improvement over v0.7.0 (see #367) (@jank324, @Hespe)

🐛 Bug fixes

• Fix issue where a space before a comma could cause the Elegant and Bmad converters to fail (see #327) (@jank324)
• Fix issue of BPM and Screen not properly converting the dtype of their readings (see #335) (@Hespe)
• Fix is_active and is_skippable of some elements not being boolean properties (see #357) (@jank324)

🐆 Other

• Test tolerances were adjusted reduce the chance of random test failures (see #309, #324) (@Hespe, @jank324)
• The copyright years were updated to 2025 (see #318) (@jank324)
• The broken institution logo rendering in the documentation has been fixed (see #318) (@jank324)
• Added pyproject.toml to conform with PEP 660 as enforced as of pip 25 for editable installs (see #334) (@jank324)
• Add TUHH logo to contributing institution logos (see #338) (@jank324)
• The tests for backward-mode differentiation with space charge was improved by checking the accuracy of the gradients (see #339) (@RemiLehe)
• A tests for forward-mode differentiation with space charge was added (see #339) (@RemiLehe)
• Link to different ImpactX example in test docstring (see #341) (@ax3l)
• Add link to the new Discord server (see #355, #382) (@jank324)
• Fix typo that said "quadrupole" in a dipole docstring (see #358) (@jank324)
• Type annotations were updated to the post-PEP 585/604... style (see #360) (@jank324)
• Add badge to the README for the number of downloads from PyPI (see #364) (@jank324)

- Python
Published by jank324 11 months ago

cheetah-accelerator - 0.7.0

We are proud to announce this new major release of Cheetah! This is probably the biggest release since the original Cheetah release, with many with significant upgrades under the hood. Cheetah is now fully vectorised and compatible with PyTorch broadcasting rules, while additional physics and higher fidelity options for existing physics have also been introduced. Despite extensive testing, you might still encounter a few bugs. Please report them by opening an issue, so we can fix them as soon as possible and improve the experience for everyone.

🚨 Breaking Changes

• Cheetah is now vectorised. This means that you can run multiple simulations in parallel by passing a batch of beams and settings, resulting a number of interfaces being changed. For Cheetah developers this means that you now have to account for an arbitrary-dimensional tensor of most of the properties of you element, rather than a single value, vector or whatever else a property was before. (see #116, #157, #170, #172, #173, #198, #208, #213, #215, #218, #229, #233, #258, #265, #284, #291) (@jank324, @cr-xu, @Hespe, @roussel-ryan)
• As part of the vectorised rewrite, the Aperture no longer removes particles. Instead, ParticleBeam.survival_probabilities tracks the probability that a particle has survived (i.e. the inverse probability that it has been lost). This also comes with the removal of Beam.empty. Note that particle losses in Aperture are currently not differentiable. This will be addressed in a future release. (see #268) (@cr-xu, @jank324)
• The fifth particle coordinate s is renamed to tau. Now Cheetah uses the canonical variables in phase space $(x,px=\frac{Px}{p0},y,py, \tau=c\Delta t, \delta=\Delta E/{p_0 c})$. In addition, the trailing "s" was removed from some beam property names (e.g. beam.xs becomes beam.x). (see #163, #284) (@cr-xu, @Hespe)
• Screen no longer blocks the beam (by default). To return to old behaviour, set Screen.is_blocking = True. (see #208) (@jank324, @roussel-ryan)
• The way dtypes are determined is now more in line with PyTorch's conventions. This may cause different-than-expected dtypes in old code. (see #254) (@Hespe, @jank324)
• Beam.parameters() no longer shadows torch.nn.Module.parameters(). The previously returned properties now need to be queried individually. (see #300) (@Hespe)
• e1 and e2 in Dipole and RBend have been renamed and made more consistent between the different magnet types. They now have prefixes dipole_ and rbend_ respectively. (see #289) (@Hespe, @jank324)
• The _transfer_map property of CustomTransferMap has been renamed to predefined_transfer_map. (see #289) (@Hespe, @jank324)

🚀 Features

• CustomTransferMap elements created by combining multiple other elements will now reflect that in their name attribute (see #100) (@jank324)
• Add a new class method for ParticleBeam to generate a 3D uniformly distributed ellipsoidal beam (see #146) (@cr-xu, @jank324)
• Add Python 3.12 support (see #161) (@jank324)
• Implement space charge using Green's function in a SpaceChargeKick element (see #142) (@greglenerd, @RemiLehe, @ax3l, @cr-xu, @jank324)
• Segments can now be imported from Bmad to devices other than torch.device("cpu") and dtypes other than torch.float32 (see #196, #206) (@jank324)
• Screen now offers the option to use KDE for differentiable images (see #200) (@cr-xu, @roussel-ryan)
• Moving Elements and Beams to a different device and changing their dtype like with any torch.nn.Module is now possible (see #209) (@jank324)
• Quadrupole now supports tracking with Cheetah's matrix-based method or with Bmad's more accurate method (see #153) (@jp-ga, @jank324)
• Port Bmad-X tracking methods to Cheetah for Quadrupole, Drift, and Dipole (see #153, #240) (@jp-ga, @jank324)
• Add TransverseDeflectingCavity element (following the Bmad-X implementation) (see #240, #278 #296) (@jp-ga, @cr-xu, @jank324)
• Dipole and RBend now take a focusing moment k1 (see #235, #247) (@Hespe)
• Implement a converter for lattice files imported from Elegant (see #222, #251, #273, #281) (@Hespe, @jank324)
• Beam and Element objects now have a .clone() method to create a deep copy (see #289) (@Hespe, @jank324)
• ParticleBeam now comes with methods for plotting the beam distribution in a variety of ways (see #292) (@roussel-ryan, @jank324)

🐛 Bug fixes

• Now all Element have a default length of torch.zeros((1)), fixing occasional issues with using elements without length, such as Marker, BPM, Screen, and Aperture. (see #143) (@cr-xu)
• Fix bug in Cavity _track_beam (see #150) (@jp-ga)
• Fix issue where dipoles would not get a unique name by default (see #186) (@Hespe)
• Add name to Drift element __repr__ (see #201) (@ansantam)
• Fix bug where dtype was not used when creating a ParameterBeam from Twiss parameters (see #206) (@jank324)
• Fix bug after running Segment.inactive_elements_as_drifts the drifts could have the wrong dtype (see #206) (@jank324)
• Fix an issue where splitting elements would result in splits with a different dtype (see #211) (@jank324)
• Fix issue in Bmad import where collimators had no length by interpreting them as Drift + Aperture (see #249) (@jank324)
• Fix NumPy 2 compatibility issues with PyTorch on Windows (see #220, #242) (@Hespe)
• Fix issue with Dipole hgap conversion in Bmad import (see #261) (@cr-xu)
• Fix plotting for segments that contain tensors with require_grad=True (see #288) (@Hespe)
• Fix bug where Element.length could not be set as a torch.nn.Parameter (see #301) (@jank324, @Hespe)
• Fix registration of torch.nn.Parameter at initilization for elements and beams (see #303) (@Hespe)
• Fix warnings about NumPy deprecations and unintentional tensor clones (see #308) (@Hespe)

🐆 Other

• Update versions of some steps used by GitHub actions to handle Node.js 16 end-of-life (@jank324)
• Update versions in pre-commit config (see #148) (@jank324)
• Split accelerator and beam into separate submodules (see #158) (@jank324)
• Update reference from arXiv preprint to PRAB publication (see #166) (@jank324)
• Rename converter modules to the respective name of the accelerator code (see #167) (@jank324)
• Added imports to the code example in the README (see #188) (@jank324)
• Refactor definitions of physical constants (see #189) (@Hespe)
• Fix the quadrupole strength units in the quadrupole docstring (see #202) (@ansantam)
• Add CI runs for macOS (arm64) and Windows (see #226) (@cr-xu, @jank324, @Hespe)
• Clean up CI pipelines (see #243, #244) (@jank324)
• Fix logo display in README (see #252) (@jank324)
• Made Beam an abstract class (see #284) (@Hespe)
• Releases are now automatically archived on Zenodo and given a DOI (@jank324)
• The Acknowledgements section in the README has been updated to reflect new contributors (see #304) (@jank324, @AnEichler)

🌟 First Time Contributors

• Grégoire Charleux (@greglenerd)
• Remi Lehe (@RemiLehe)
• Axel Huebl (@ax3l)
• Juan Pablo Gonzalez-Aguilera (@jp-ga)
• Andrea Santamaria Garcia (@ansantam)
• Ryan Roussel (@roussel-ryan)
• Christian Hespe (@Hespe)
• Annika Eichler (@AnEichler)

- Python
Published by jank324 about 1 year ago

cheetah-accelerator - 0.6.3

🐛 Bug fixes

• Fix bug in Cavity transfer map bug. (see #129 and #135) (@cr-xu)

🐆 Other

• Add GPL 3 licence (see #131) (@jank324)

- Python
Published by jank324 almost 2 years ago

cheetah-accelerator - 0.6.2

🚨 Breaking Changes

• The handling of device and dtype was overhauled. They might not behave as expected. Elements also no longer have a device attribute. (see #115) (@jank324)

🚀 Features

• Add charge to the ParameterBeam and ParticleBeam classes (see #86) (@cr-xu)
• Add opt-in speed optimisations (see #88) (@jank324)

🐛 Bug fixes

• Fix the transfer maps in Drift and Dipole; Add R56 in horizontal and vertical correctors modelling (see #90) (@cr-xu)
• Fix fringefieldexit of Dipole is overwritten by fringe_field bug (see #99) (@cr-xu)
• Fix error caused by mismatched devices on machines with CUDA GPUs (see #97 and #115) (@jank324)
• Fix error raised when tracking a ParameterBeam through an active BPM (see #101) (@jank324)
• Fix error in ASTRA beam import where the energy was set to float64 instead of float32 (see #111) (@jank324)
• Fix missing passing of total_charge in ParameterBeam.transformed_to (see #112) (@jank324)
• Fix Cavitiy.__repr__ printing voltage value for phase property (see #121) (@jank324)

🐆 Other

• Add pull request template (see #97) (@jank324)
• Add Acknowledgements section to README (see #103) (@jank324)
• benchmark directory was moved to desy-ml/cheetah-demos repository (see #108) (@jank324)
• Update citations to new arXiv preprint (see #117) (@jank324)
• Improve the docstring with proper units for the phase space dimensions (see #122) (@cr-xu)
• Link to the new paper (on arXiv) in the documentation (see #125) (@jank324)

- Python
Published by jank324 about 2 years ago

cheetah-accelerator - 0.6.1

🐛 Bug fixes

• Fix issue where converters submodule was not installed properly (see 1562496) (@jank324)

- Python
Published by jank324 over 2 years ago

cheetah-accelerator - 0.6.0

🚨 Breaking Changes

• Cheetah elements are now subclasses of torch.nn.Module, where the parameters should always be torch.Tensor. This makes cheetah a fully differentiable simulation code. (see #11)
• The cell keyword argument of cheetah.Segment has been renamed to elements.
• Element and beam parameters must now always be passed to the constructor or set afterwards as a torch.Tensor. It is no longer possible to use float, int or np.ndarray. (see #11)

🚀 Features

• Convert from Bmad lattices files (see #65) (@jank324)
• Add proper transfer map for cavity (see #65) (@jank324, @cr-xu)
• Twiss parameter calculation and generate new beam from twiss parameter (see #62) (@jank324, @cr-xu)
• Saving and loading lattices from LatticeJSON (see #9) (@cr-xu)
• Nested Segments can now be flattened (@jank324)
• Ocelot converter adds support for Cavity, TDCavity, Marker, Monitor, RBend, SBend, Aperture and Solenoid (see #78) (@jank324)

🐛 Bug fixes

• Fix dependencies on readthedocs (see #54) (@jank324)
• Fix error when tracking ParameterBeam through segment on CPU (see #68) (@cr-xu)

🐆 Other

• Add CHANGELOG.md (see #74)
• Improved documentation on converting Marker object into cheetah (see #58) (#jank324)

- Python
Published by jank324 over 2 years ago

cheetah-accelerator - 0.5.19

🚀 Features

• Better error messages when beam and accelerator devices don't match (@FelixTheilen)

🐛 Bug fixes

• Fix BPM issue with ParameterBeam (@FelixTheilen)
• Fix wrong screen reading dimensions (@cr-xu)

🐆 Other

• Improve docstrings (@FelixTheilen)
• Implement better testing with pytest (@FelixTheilen)
• Setup formatting with black and isort as well as flake8 listing (@cr-xu)
• Add type annotations (@jank324)
• Setup Sphinx documentation on readthedocs (@jank324)

- Python
Published by jank324 almost 3 years ago

cheetah-accelerator - 0.5.18

🐛 Bug Fixes

• Fix issue where multivariate_normal() crashes because cov is not positive-semidefinite.

- Python
Published by jank324 about 3 years ago

cheetah-accelerator - 0.5.17

🚀 New Features

• Faster screen reading simulation by using torch.histogramdd()

- Python
Published by jank324 about 3 years ago

cheetah-accelerator - 0.5.16

🐛 Bug Fixes

• Fix bug where some screens from the ARES Ocelot lattice were converted to Drift elements.

- Python
Published by jank324 about 3 years ago

cheetah-accelerator - 0.5.15

🚀 New Features

• Ocelot has been removed as a mandatory dependency and is now only needed when someone wants to convert from Ocelot objects.

🐛 Bug Fixes

• An error that only packages with all dependencies available on PyPI can be installed from PyPI has been fixed.

- Python
Published by jank324 over 3 years ago

cheetah-accelerator - 0.5.14

🚀 Features

• Introduce black for code formatting and isort for import organisation.
• Prepare release on PyPI as cheetah-accelerator.

- Python
Published by jank324 over 3 years ago

cheetah-accelerator - 0.5.13

🚀 Features

• Add caching of Screen.reading to avoid expensive recomputation

🐛 Bug Fixes

• Fix install dependencies

- Python
Published by jank324 over 3 years ago

cheetah-accelerator - 0.5.12

First Release of Cheetah 🐆🎉

- Python
Published by jank324 over 3 years ago