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Paxon Frady","path":"/epaxon","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/6740515?s=80&v=4"},"commit":{"message":"Lava va (#740)\n\n* prod neuron\r\n\r\n* trying to get prod neuron to work...\r\n\r\n* trying to get prod neuron cpu to work...\r\n\r\n* prod neuron process cpu backend working with unit test\r\n\r\n* remove init file from prod_neuron\r\n\r\n* gradedvec process and test\r\n\r\n* working on norm vec\r\n\r\n* fixed prod neuron license headers\r\n\r\n* invsqrt model and tests, reconfigured to process and models\r\n\r\n* normvecdelay and tests, timing weirdness with normvecdelay\r\n\r\n* test for second channel of norm vec\r\n\r\n* renamed to prodneuron.\r\n\r\n* fixing some linting errors\r\n\r\n* cleanup\r\n\r\n* frameworks and networks added to lava-nc\r\n\r\n* adding some docstring, fixing unused imports\r\n\r\n* Fix partition parse bug for internal vLab (#741)\r\n\r\n* Adding deprecated lava.utils.system.\r\n\r\n* Update system.py\r\n\r\n* Update system.py\r\n\r\n* Bugfix for missing fields in sinfo.\r\n\r\n---------\r\n\r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\n\r\n* Add linting tutorials folder (#742)\r\n\r\n* serialization first try\r\n\r\n* first try\r\n\r\n* serialization implementation + unittests\r\n\r\n* fix linting\r\n\r\n* fix bandit\r\n\r\n* fix unittest\r\n\r\n* fix codacy\r\n\r\n* added tutorial\r\n\r\n* Update tutorial11_serialization.ipynb\r\n\r\n* added notebook to unit tests\r\n\r\n* Fixed broken link in tutorial.\r\n\r\n* fix linting\r\n\r\n* add tutorials folder to CI linting check\r\n\r\n* Update ci.yml\r\n\r\n* fix bug\r\n\r\n---------\r\n\r\nCo-authored-by: Mathis Richter \r\n\r\n* Iterator callback fx signature fix (#743)\r\n\r\n* update refport unittest to always wait when it writes to port for consistent behavior\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Removed pyproject changes\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fix to convolution tests. Fixed imcompatible mnist_pretrained for old python versions.\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Missing moudle parent fix\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Added ConvVarModel\r\n\r\n* Added iterable callback function\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fix codacy issues in callback_fx.py\r\n\r\n* Fix linting in callback_fx.py\r\n\r\n* Fix codacy sig issue in callback_fx.py\r\n\r\n---------\r\n\r\nSigned-off-by: bamsumit \r\nCo-authored-by: Joyesh Mishra \r\nCo-authored-by: Marcus G K Williams <168222+mgkwill@users.noreply.github.com>\r\n\r\n* Bugfix to pass the args by keyword (#744)\r\n\r\n* CLP Tutorial 01 Only (#746)\r\n\r\n* CLP initial commit: PrototypeLIF, NoveltyDetector, Readout procs/tests\r\n\r\n* small linting fix\r\n\r\n* Novelty detector upgraded to target next neuron; codacy errors fixed\r\n\r\n* integration test; small fixes\r\n\r\n* removed duplicate code in prototypeLIF process; linting fixes\r\n\r\n* linting fixes\r\n\r\n* Linting and codacy fixes\r\n\r\n* remove duplicate test; some more codacy fixes\r\n\r\n* clp tutorial01 v1\r\n\r\n* PrototypeLIF spikes when it recieves a 3rd factor input\r\n\r\n* a test for PrototypeLIF output spike after 3rd factor input\r\n\r\n* clp tutorial01 ready to be roughly finished\r\n\r\n* linting, license and utils fixes\r\n\r\n* CLP on COIL-100, extracted features from 42 objects, tutorial01 fixes\r\n\r\n* Allocation & prototype id tracking is abstracted away from\r\nNoveltyDetector\r\n\r\n* Allocator process; Readout proc sends allocation trigger if error\r\n\r\n* introduce learning rate Var in PrototypeLIF\r\n\r\n* updated integration tests; full system test included\r\n\r\n* Linting fixes\r\n\r\n* Another small lintint fix\r\n\r\n* clp tutorial 2, 20 class experiments (Coil-100)\r\n\r\n* PrototypeLIF hard reset capability to enable faster temporal WTA\r\n\r\n* allocation mechanism changed; proc interfaces changes; dense conns\r\nadded; lr var removed\r\n\r\n* small linting fix\r\n\r\n* small codacy fix\r\n\r\n* prints removed, spelling mistakes fixed\r\n\r\n* ignoring one check in an integration test\r\n\r\n* Revert \"small linting fix\"\r\n\r\nThis reverts commit bde4fa9071f480d5893c45f20a67e7518ac199bc.\r\n\r\n* CLP tutorial 1 is finalized\r\n\r\n* Fix linting in test_models.py\r\n\r\n* Test fix in utils.py\r\n\r\n* Fix test of bug fix in utils.py\r\n\r\n* Fix utils.py\r\n\r\n* Implemented individual threadsafe random call\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* tutorial 2 use new abstracted CLP class\r\n\r\n* CLP tutorial 2: unsupervised and supervised experiments are seperated\r\n\r\n* addressed reviewer's requests, added tests, removed pics etc\r\n\r\n* Update clp.py\r\n\r\nfix linting\r\n\r\n* Update tutorial01_one-shot_learning_with_novelty_detection.ipynb\r\n\r\n* Update tutorial02_clp_on_coil100.ipynb\r\n\r\n* Update tutorial01_one-shot_learning_with_novelty_detection.ipynb\r\n\r\n* Update tutorial02_clp_on_coil100.ipynb\r\n\r\n* Removed sklearn dependency. Now np data gen.\r\n\r\n* rm COIL tutorial, dataset, tests from branch\r\n\r\n---------\r\n\r\nSigned-off-by: bamsumit \r\nCo-authored-by: Elvin Hajizada \r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\nCo-authored-by: Marcus G K Williams <168222+mgkwill@users.noreply.github.com>\r\nCo-authored-by: bamsumit \r\n\r\n* Update release job, add pypi upload, github release creation (#737)\r\n\r\n* Add pypi upload, github release creation in cd.yml\r\n\r\n* Set version to 0.8.0.dev0\r\n\r\n* Add readme to pyproject.toml\r\n\r\n* use v1.3 of composite action\r\n\r\n* Test run of release creation/pypi pub in cd.yml\r\n\r\n* Run tests from py 3.10 in cd.yml\r\n\r\n* Fix export of output vars in cd.yml\r\n\r\n---------\r\n\r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\n\r\n* Update release job, pypi auth\r\n\r\nSigned-off-by: Marcus G K Williams \r\n\r\n* Use github pypi auth in release job (#747)\r\n\r\n* Update release job, pypi auth\r\n\r\nSigned-off-by: Marcus G K Williams \r\n\r\n* Add id-token to cd.yml\r\n\r\n---------\r\n\r\nSigned-off-by: Marcus G K Williams \r\nCo-authored-by: Marcus G K Williams \r\n\r\n* Release 0.8.0\r\n\r\nSigned-off-by: Marcus G K Williams \r\n\r\n* Fix conv python model to send() before recv() (#751)\r\n\r\nCo-authored-by: Gavin Parpart \r\n\r\n* Adds support for Monitor a Port to observe if it is blocked (#755)\r\n\r\n* Adds support for Monitor a Port to observe if it is blocked\r\n\r\n* Fix lint issues\r\n\r\n* Redesigned Watchdog to use Multiprocessing Manager; Invoke only 2 Event Monitors and use 2 queues for watching events; Configs are piped in via compiler now\r\n\r\n* Incorporate Codacy Suggestions\r\n\r\n* Fix lint comments\r\n\r\n* Fix failing unit tests to add the watchdog builder\r\n\r\n* Code review comments\r\n\r\n* Set version to dev0 in pyproject.toml\r\n\r\n* Update README.md\r\n\r\nUpdated version in install instructions.\r\n\r\n* Update README.md (#758)\r\n\r\nUpdated the installation branch to the most recent version.\r\n\r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\n\r\n* Fix DelayDense buffer issue (#767)\r\n\r\n* update refport unittest to always wait when it writes to port for consistent behavior\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Removed pyproject changes\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fix to convolution tests. Fixed imcompatible mnist_pretrained for old python versions.\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Missing moudle parent fix\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Added ConvVarModel\r\n\r\n* Added iterable callback function\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fix codacy issues in callback_fx.py\r\n\r\n* Fix linting in callback_fx.py\r\n\r\n* Fix codacy sig issue in callback_fx.py\r\n\r\n* Bugfix to pass the args by keyword\r\n\r\n* Delay Dense PyModel fix\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fixed unittests\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fixed sparse delay\r\n\r\nSigned-off-by: bamsumit \r\n\r\n---------\r\n\r\nSigned-off-by: bamsumit \r\nCo-authored-by: Joyesh Mishra \r\nCo-authored-by: Marcus G K Williams <168222+mgkwill@users.noreply.github.com>\r\n\r\n* Allow np.array as input weights for Sparse (#772)\r\n\r\n* ndarray as input weights for Sparse\r\n\r\n* docs\r\n\r\n* codacy\r\n\r\n* remove implementation details from docstring and from tests\r\n\r\n* move tests to corresponding classes\r\n\r\n* put weight casting into extra method\r\n\r\n* Removed unused import\r\n\r\n---------\r\n\r\nCo-authored-by: Mathis Richter \r\n\r\n* Bump tornado from 6.3.2 to 6.3.3 (#778)\r\n\r\nBumps [tornado](https://github.com/tornadoweb/tornado) from 6.3.2 to 6.3.3.\r\n- [Changelog](https://github.com/tornadoweb/tornado/blob/master/docs/releases.rst)\r\n- [Commits](https://github.com/tornadoweb/tornado/compare/v6.3.2...v6.3.3)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: tornado\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* Bump cryptography from 41.0.2 to 41.0.3 (#779)\r\n\r\nBumps [cryptography](https://github.com/pyca/cryptography) from 41.0.2 to 41.0.3.\r\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\r\n- [Commits](https://github.com/pyca/cryptography/compare/41.0.2...41.0.3)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: cryptography\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: Mathis Richter \r\n\r\n* small docstring, typing and other formatting changes\r\n\r\n* Update README.md (#758)\r\n\r\nUpdated the installation branch to the most recent version.\r\n\r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\n\r\n* small docstring, typing and other formatting changes\r\n\r\n* doc strings for graded vec\r\n\r\n* Bump gitpython from 3.1.32 to 3.1.35 (#785)\r\n\r\nBumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.32 to 3.1.35.\r\n- [Release notes](https://github.com/gitpython-developers/GitPython/releases)\r\n- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)\r\n- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.1.32...3.1.35)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: gitpython\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* fixing merge conflicts on prodneuron\r\n\r\n* Merge Spike IO (#786)\r\n\r\n* Made changes to channel builder for SpikeIO\r\n\r\n* Added ChannelStub to configure channels\r\n\r\n* Added NcSpikeIOVarModel\r\n\r\n* Refined the NcSpikeIOVarModel\r\n\r\n* Add interface_type and populate it in SpikeIOVarModel\r\n\r\n* Add Interface Type\r\n\r\n* Test PyNcChannel for Dense and Sparse Data using Unix Message Queues\r\n\r\n* Faster encoding for sparse csp_port.send\r\n\r\n* Added msg_queue_id to NcSpikeIOVarModel\r\n\r\n* Added defaults for ByteEncoder\r\n\r\n* Add advance_io API to PyOutPort\r\n\r\n* Rename and refactor ConnectionConfig\r\n\r\n* Only create channels for ChannelBuilderPyNc; Ignore ChannelBuilderNx\r\n\r\n* Added spike_io_port to connection config and var model\r\n\r\n* Integrate lower C level code, fix Lava bugs\r\n\r\n* Fix merge\r\n\r\n* Add enum for spike io mode and add it to ConnectionConfig and SpikeIO Var Model\r\n\r\n* Fix indices dtype in sparse send to int32\r\n\r\n* Add advance_time API to PyLoihiProcessModel\r\n\r\n* Initial commit for spikeio output mode\r\n\r\n* Rename to advance_to_time_step API\r\n\r\n* Switch to TIME_COMPARE mode as default\r\n\r\n* Commit for Spike Block Output Mode\r\n\r\n* Move the axon allocation to 2 instead of 1 for output side\r\n\r\n* Create a new config for watchdog and print warning; Set PyProcCompiler SpikeCounter Offset to None when object gets deleted\r\n\r\n* Expose Mac Address, Num Input Buckets and Use Ethernet Interface from ConnectionConfig\r\n\r\n* Fix lint specific errors\r\n\r\n* fix codacy errors\r\n\r\n* Fix an issue with length of connection_config list\r\n\r\n* Fix unit tests\r\n\r\n---------\r\n\r\nCo-authored-by: yashward \r\nCo-authored-by: Julia \r\n\r\n* CLP tutorial 1 small patch (#773)\r\n\r\n* CLP initial commit: PrototypeLIF, NoveltyDetector, Readout procs/tests\r\n\r\n* small linting fix\r\n\r\n* Novelty detector upgraded to target next neuron; codacy errors fixed\r\n\r\n* integration test; small fixes\r\n\r\n* removed duplicate code in prototypeLIF process; linting fixes\r\n\r\n* linting fixes\r\n\r\n* Linting and codacy fixes\r\n\r\n* remove duplicate test; some more codacy fixes\r\n\r\n* PrototypeLIF spikes when it recieves a 3rd factor input\r\n\r\n* a test for PrototypeLIF output spike after 3rd factor input\r\n\r\n* Allocation & prototype id tracking is abstracted away from\r\nNoveltyDetector\r\n\r\n* Allocator process; Readout proc sends allocation trigger if error\r\n\r\n* introduce learning rate Var in PrototypeLIF\r\n\r\n* updated integration tests; full system test included\r\n\r\n* Linting fixes\r\n\r\n* Another small lintint fix\r\n\r\n* PrototypeLIF hard reset capability to enable faster temporal WTA\r\n\r\n* allocation mechanism changed; proc interfaces changes; dense conns\r\nadded; lr var removed\r\n\r\n* small linting fix\r\n\r\n* small codacy fix\r\n\r\n* prints removed, spelling mistakes fixed\r\n\r\n* ignoring one check in an integration test\r\n\r\n* Revert \"small linting fix\"\r\n\r\nThis reverts commit bde4fa9071f480d5893c45f20a67e7518ac199bc.\r\n\r\n* Fix linting in test_models.py\r\n\r\n* Test fix in utils.py\r\n\r\n* Fix test of bug fix in utils.py\r\n\r\n* Fix utils.py\r\n\r\n* Implemented individual threadsafe random call\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* fix figures, removed redundant cell\r\n\r\n---------\r\n\r\nSigned-off-by: bamsumit \r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\nCo-authored-by: Marcus G K Williams <168222+mgkwill@users.noreply.github.com>\r\nCo-authored-by: bamsumit \r\n\r\n* CLP Tutorial 02: COIL-100 (#721)\r\n\r\n* CLP initial commit: PrototypeLIF, NoveltyDetector, Readout procs/tests\r\n\r\n* small linting fix\r\n\r\n* Novelty detector upgraded to target next neuron; codacy errors fixed\r\n\r\n* integration test; small fixes\r\n\r\n* removed duplicate code in prototypeLIF process; linting fixes\r\n\r\n* linting fixes\r\n\r\n* Linting and codacy fixes\r\n\r\n* remove duplicate test; some more codacy fixes\r\n\r\n* clp tutorial01 v1\r\n\r\n* PrototypeLIF spikes when it recieves a 3rd factor input\r\n\r\n* a test for PrototypeLIF output spike after 3rd factor input\r\n\r\n* clp tutorial01 ready to be roughly finished\r\n\r\n* linting, license and utils fixes\r\n\r\n* CLP on COIL-100, extracted features from 42 objects, tutorial01 fixes\r\n\r\n* Allocation & prototype id tracking is abstracted away from\r\nNoveltyDetector\r\n\r\n* Allocator process; Readout proc sends allocation trigger if error\r\n\r\n* introduce learning rate Var in PrototypeLIF\r\n\r\n* updated integration tests; full system test included\r\n\r\n* Linting fixes\r\n\r\n* Another small lintint fix\r\n\r\n* clp tutorial 2, 20 class experiments (Coil-100)\r\n\r\n* PrototypeLIF hard reset capability to enable faster temporal WTA\r\n\r\n* allocation mechanism changed; proc interfaces changes; dense conns\r\nadded; lr var removed\r\n\r\n* small linting fix\r\n\r\n* small codacy fix\r\n\r\n* prints removed, spelling mistakes fixed\r\n\r\n* ignoring one check in an integration test\r\n\r\n* Revert \"small linting fix\"\r\n\r\nThis reverts commit bde4fa9071f480d5893c45f20a67e7518ac199bc.\r\n\r\n* CLP tutorial 1 is finalized\r\n\r\n* Fix linting in test_models.py\r\n\r\n* Test fix in utils.py\r\n\r\n* Fix test of bug fix in utils.py\r\n\r\n* Fix utils.py\r\n\r\n* Implemented individual threadsafe random call\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* tutorial 2 use new abstracted CLP class\r\n\r\n* CLP tutorial 2: unsupervised and supervised experiments are seperated\r\n\r\n* addressed reviewer's requests, added tests, removed pics etc\r\n\r\n* Update clp.py\r\n\r\nfix linting\r\n\r\n* Update tutorial01_one-shot_learning_with_novelty_detection.ipynb\r\n\r\n* Update tutorial02_clp_on_coil100.ipynb\r\n\r\n* Update tutorial01_one-shot_learning_with_novelty_detection.ipynb\r\n\r\n* Update tutorial02_clp_on_coil100.ipynb\r\n\r\n* CLP class and experiments improved; pytorch dependency removed;\r\nfeature extraction added\r\n\r\n* Allocator accepts arbitrary initial index as param\r\n\r\n* New experiments; improved CLP class; continuous experimentation; new\r\nfeatures for COIL-100; toch as optional dependency\r\n\r\n* linting fixes\r\n\r\n* Temporarily skipping CLP tutorials test till sk-learn is added\r\n\r\n* scikit-learn added to poetry; tutorial tst is re-enabled\r\n\r\n---------\r\n\r\nSigned-off-by: bamsumit \r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\nCo-authored-by: Marcus G K Williams <168222+mgkwill@users.noreply.github.com>\r\nCo-authored-by: bamsumit \r\n\r\n* Bump cryptography from 41.0.3 to 41.0.4 (#790)\r\n\r\nBumps [cryptography](https://github.com/pyca/cryptography) from 41.0.3 to 41.0.4.\r\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\r\n- [Commits](https://github.com/pyca/cryptography/compare/41.0.3...41.0.4)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: cryptography\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* Generalize int shape check in injector and extractor to take numpy ints (#792)\r\n\r\n* update refport unittest to always wait when it writes to port for consistent behavior\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Removed pyproject changes\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fix to convolution tests. Fixed imcompatible mnist_pretrained for old python versions.\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Missing moudle parent fix\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Added ConvVarModel\r\n\r\n* Added iterable callback function\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fix codacy issues in callback_fx.py\r\n\r\n* Fix linting in callback_fx.py\r\n\r\n* Fix codacy sig issue in callback_fx.py\r\n\r\n* Bugfix to pass the args by keyword\r\n\r\n* Delay Dense PyModel fix\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fixed unittests\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* Fixed sparse delay\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* IO modules fixes\r\n\r\nSigned-off-by: bamsumit \r\n\r\n* IO modules fixes\r\n\r\nSigned-off-by: bamsumit \r\n\r\n---------\r\n\r\nSigned-off-by: bamsumit \r\nCo-authored-by: Joyesh Mishra \r\nCo-authored-by: Marcus G K Williams <168222+mgkwill@users.noreply.github.com>\r\n\r\n* Resfire (#787)\r\n\r\n* resfire process and fixed process model\r\n\r\n* changed vth->uth in RFZero. 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Processes are assigned the Runtime\r\n\r\nSigned-off-by: Risbud, Sumedh \r\n\r\n* A utility to measure the size of a python object recursively. Useful for example, to measure the size of NxBoard object after compilation\r\n\r\nSigned-off-by: Risbud, Sumedh \r\n\r\n* Removed the utility to estimate Python object size\r\n\r\nSigned-off-by: Risbud, Sumedh \r\n\r\n* Fixed Runtime unittest to accommodate passing an explicit ProcessList to the Executable\r\n\r\nSigned-off-by: Risbud, Sumedh \r\n\r\n* Removed unused import\r\n\r\nSigned-off-by: Risbud, Sumedh \r\n\r\n* LearningDense bit-accurate (#812)\r\n\r\n* minor change in dependency computation\r\n\r\n* updating stochastic round type hint\r\n\r\n* small fix in clip_weights\r\n\r\n* progress in making tests pass\r\n\r\n* fixing Sparse init\r\n\r\n* trying tests\r\n\r\n* adapting init method of LearningDense Process\r\n\r\n---------\r\n\r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\n\r\n* Bump fonttools from 4.41.1 to 4.43.0 (#824)\r\n\r\nBumps [fonttools](https://github.com/fonttools/fonttools) from 4.41.1 to 4.43.0.\r\n- [Release notes](https://github.com/fonttools/fonttools/releases)\r\n- [Changelog](https://github.com/fonttools/fonttools/blob/main/NEWS.rst)\r\n- [Commits](https://github.com/fonttools/fonttools/compare/4.41.1...4.43.0)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: fonttools\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* Bump gitpython from 3.1.37 to 3.1.41 (#825)\r\n\r\nBumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.37 to 3.1.41.\r\n- [Release notes](https://github.com/gitpython-developers/GitPython/releases)\r\n- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)\r\n- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.1.37...3.1.41)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: gitpython\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* SigmaS4Delta Neuronmodel and Layer with Unittests (#830)\r\n\r\n* first wokring version\r\n\r\n* S4D model cleaned\r\n\r\n* update license\r\n\r\n* fix imports\r\n\r\n* linting\r\n\r\n* incorporate reviews\r\n\r\n* update docstring\r\n\r\n* Bump pillow from 10.0.1 to 10.2.0 (#832)\r\n\r\nBumps [pillow](https://github.com/python-pillow/Pillow) from 10.0.1 to 10.2.0.\r\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\r\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\r\n- [Commits](https://github.com/python-pillow/Pillow/compare/10.0.1...10.2.0)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: pillow\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\nCo-authored-by: PhilippPlank <32519998+PhilippPlank@users.noreply.github.com>\r\n\r\n* [QUBO] Solution readout via spikeIO for multi-chip support (#820)\r\n\r\n* 32bit receiver\r\n\r\n* linting\r\n\r\n---------\r\n\r\nCo-authored-by: Risbud, Sumedh \r\n\r\n* Bump cryptography from 41.0.6 to 42.0.0 (#834)\r\n\r\nBumps [cryptography](https://github.com/pyca/cryptography) from 41.0.6 to 42.0.0.\r\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\r\n- [Commits](https://github.com/pyca/cryptography/compare/41.0.6...42.0.0)\r\n\r\n---\r\nupdated-dependencies:\r\n- dependency-name: cryptography\r\n dependency-type: indirect\r\n...\r\n\r\nSigned-off-by: dependabot[bot] \r\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\r\n\r\n* Bump cryptography from 42.0.0 to 42.0.2 (#836)\r\n\r\nBumps [cryptography](https://github.com/pyca/cryptography) from 42.0.0 to 42.0.2.\r\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\r\n- 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