Recent Releases of libcirkit
libcirkit - cirkit 0.2.1
Release notes
- Fix typos/wording in generative notebook by @andreasgrv in https://github.com/april-tools/cirkit/pull/334
- Made address book fold indices buffers by @loreloc in https://github.com/april-tools/cirkit/pull/335
- Add Tucker and Tensor-Train / MPS factorization templates by @loreloc in https://github.com/april-tools/cirkit/pull/339
- Remove channels by @loreloc in https://github.com/april-tools/cirkit/pull/340
- Small doc string improvement. by @turnmanh in https://github.com/april-tools/cirkit/pull/345
New Contributors
- @turnmanh made their first contribution in https://github.com/april-tools/cirkit/pull/345
Full Changelog: https://github.com/april-tools/cirkit/compare/0.2.0...0.2.1
- Python
Published by loreloc about 1 year ago
libcirkit - cirkit 0.2.0
Release Notes
Documentation changes
294 #303 #304 #323 Improved overall documentation, both high level (on the readthedocs website) and low level (docstrings)
328 Added notebook about instantiating and learning a generative circuit classifier for MNIST images, which also showcase variable marginalization for robust classification in presence of missing features
New features
312 Implemented logic circuits and the parsing of sentential decision diagrams (SDDs) from the PySDD library
292 Perform batched variable marginalization by specifying a marginalization mask
312 Added routine to graphically plot symbolic circuits
309 Simplified overall symbolic representation by having a single sum layer that generalizes the previous dense and mixing layers
324 Added the CP tensor factorization as circuit construction template
Additional new features
300 The image data circuit instantiation template now supports Gaussians as input distributions
325 Added more flexibility in the circuit construction templates by specifying additional hyperparameters arguments to the Parameterization data class
316 The correctness and consistency of the symbolic representation is now checked before compilation
313 Added indexed Categorical and embedding implementations, which are generally faster and more memory efficient than the previously one based on one hot encoding followed by an einsum
330 Added optimization rule replacing kronecker products followed by sum in parameters into einsum
Bug fixes
311 #319 Fixed NaNs arising from the implementations of Categorical and sum layers when the evaluation is in the log-space
306 Fixed the region graph to circuit template method as to ensure circuits built with CP layers have a sum as output layer
Library management
329 Updated requirements, now allowing numpy 2.x versions. Plus, add opt_einsum for possibly faster einsums
Detailed Release Notes (automatically generated)
- Made dense/mixing layer the last layer even if sum_product='cp' by @loreloc in https://github.com/april-tools/cirkit/pull/308
- Enable gaussian input in image_data function by @isurulucky in https://github.com/april-tools/cirkit/pull/301
- added indexed categorical layer evaluation by @gengala in https://github.com/april-tools/cirkit/pull/313
- Fix categorical nans by @loreloc in https://github.com/april-tools/cirkit/pull/317
- Update README.md by @andreasgrv in https://github.com/april-tools/cirkit/pull/315
- Elaborate on what is implemented in Cirkit by @andreasgrv in https://github.com/april-tools/cirkit/pull/321
- Refactor sum layers + consistency checks + bug fixes by @loreloc in https://github.com/april-tools/cirkit/pull/314
- Batched marginalisation mask by @andreasgrv in https://github.com/april-tools/cirkit/pull/318
- Plotting symbolic circuits using graphviz by @n28div in https://github.com/april-tools/cirkit/pull/322
- implemented logic circuit and parsing of SDD by @n28div in https://github.com/april-tools/cirkit/pull/312
- support passing additional activation parameters in parameterizations by @isurulucky in https://github.com/april-tools/cirkit/pull/325
- Cleaning up by @loreloc in https://github.com/april-tools/cirkit/pull/326
- Mkdocs math support + more and better docstrings + interfaces fix by @loreloc in https://github.com/april-tools/cirkit/pull/323
- CP factorization by @loreloc in https://github.com/april-tools/cirkit/pull/324
- Improve Documentation by @andreasgrv in https://github.com/april-tools/cirkit/pull/327
- MNIST Classification notebook by @andreasgrv in https://github.com/april-tools/cirkit/pull/328
- Avoid OOM and speed up training in SOS circuits by @loreloc in https://github.com/april-tools/cirkit/pull/330
- Upgrade to numpy 2.x and add opt_einsum by @loreloc in https://github.com/april-tools/cirkit/pull/329
- Fix unconditional sampling and add unit test by @loreloc in https://github.com/april-tools/cirkit/pull/332
- fix issues in logic circuits by @n28div in https://github.com/april-tools/cirkit/pull/333
New Contributors
- @n28div made their first contribution in https://github.com/april-tools/cirkit/pull/322
Full Changelog: https://github.com/april-tools/cirkit/compare/0.1.0...0.2.0
- Python
Published by loreloc about 1 year ago