{"id":15906768,"url":"https://github.com/csinva/scattering-transform-experiments","last_synced_at":"2025-04-02T23:26:16.597Z","repository":{"id":79195515,"uuid":"103731655","full_name":"csinva/scattering-transform-experiments","owner":"csinva","description":"Repository for experiments with scattering transforms","archived":false,"fork":false,"pushed_at":"2019-01-25T22:19:46.000Z","size":46462,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-02-08T13:42:54.452Z","etag":null,"topics":["ai","convolutional-neural-networks","deep-learning","geometric-deep-learning","machine-learning","ml","scale","scattering-transform","statistics"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/csinva.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-09-16T06:45:55.000Z","updated_at":"2022-11-19T03:59:20.000Z","dependencies_parsed_at":"2023-02-24T06:15:20.698Z","dependency_job_id":null,"html_url":"https://github.com/csinva/scattering-transform-experiments","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fscattering-transform-experiments","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fscattering-transform-experiments/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fscattering-transform-experiments/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/csinva%2Fscattering-transform-experiments/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/csinva","download_url":"https://codeload.github.com/csinva/scattering-transform-experiments/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246907906,"owners_count":20853157,"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":["ai","convolutional-neural-networks","deep-learning","geometric-deep-learning","machine-learning","ml","scale","scattering-transform","statistics"],"created_at":"2024-10-06T13:41:40.202Z","updated_at":"2025-04-02T23:26:16.580Z","avatar_url":"https://github.com/csinva.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# scattering transform\n- *code for development of adaptive scattering transform that works with conv on small data*\n\n# setup\n- download cifar data by running download.py in data folder\n\n# references\n- *note*: actual weights have to be downloaded to be used\n- uses AlexNet code from: https://github.com/guerzh/tf_weights\n- uses scattering transform code from: https://github.com/tdeboissiere/DeepLearningImplementations\n\n# usage\nparameters - M, N, J, L=8 (hidden in filters_bank function)\n\n- M, N - size of images\n- J - number of scales (window size at any scale j: )\n- L - number of orientations\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsinva%2Fscattering-transform-experiments","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcsinva%2Fscattering-transform-experiments","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcsinva%2Fscattering-transform-experiments/lists"}