{"id":28631110,"url":"https://github.com/zaccharieramzi/tf-complex","last_synced_at":"2025-06-12T13:10:16.425Z","repository":{"id":57474830,"uuid":"283170553","full_name":"zaccharieramzi/tf-complex","owner":"zaccharieramzi","description":"A package to easily install tensorflow utils for complex-valued tensors and neural networks","archived":false,"fork":false,"pushed_at":"2020-08-17T23:06:23.000Z","size":28,"stargazers_count":5,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-06-01T12:45:10.455Z","etag":null,"topics":["complex-numbers","tensorflow"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zaccharieramzi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-07-28T09:51:05.000Z","updated_at":"2023-05-19T08:31:08.000Z","dependencies_parsed_at":"2022-09-10T04:03:32.765Z","dependency_job_id":null,"html_url":"https://github.com/zaccharieramzi/tf-complex","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zaccharieramzi/tf-complex","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-complex","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-complex/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-complex/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-complex/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zaccharieramzi","download_url":"https://codeload.github.com/zaccharieramzi/tf-complex/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zaccharieramzi%2Ftf-complex/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259470953,"owners_count":22862999,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["complex-numbers","tensorflow"],"created_at":"2025-06-12T13:10:15.238Z","updated_at":"2025-06-12T13:10:16.404Z","avatar_url":"https://github.com/zaccharieramzi.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# tf-complex\n\n[![Build Status](https://travis-ci.com/zaccharieramzi/tf-complex.svg?branch=master)](https://travis-ci.com/zaccharieramzi/tf-complex)\n\nThis package was inspired by the work of Elizabeth Cole et al.: [Image Reconstruction using an Unrolled DL Architecture including Complex-Valued Convolution and Activation Functions](https://arxiv.org/abs/2004.01738).\nPlease cite their work appropriately if you use this package.\nThe code for their work is available [here](https://github.com/MRSRL/complex-networks-release).\n\n## Installation\n\nYou can install `tf-complex` using pypi:\n\n```\npip install tf-complex\n```\n\n## Example use\n\nYou can define a complex convolution in the following way to use in one of your models:\n\n```python\nfrom tf_complex.convolutions import ComplexConv2D\n\nconv = ComplexConv2D(\n  16,\n  3,\n  padding='same',\n  activation='crelu',\n)\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaccharieramzi%2Ftf-complex","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzaccharieramzi%2Ftf-complex","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzaccharieramzi%2Ftf-complex/lists"}