{"id":15407215,"url":"https://github.com/ltfschoen/aind2-cnn","last_synced_at":"2026-04-14T23:31:08.883Z","repository":{"id":76619919,"uuid":"94845611","full_name":"ltfschoen/aind2-cnn","owner":"ltfschoen","description":null,"archived":false,"fork":false,"pushed_at":"2017-06-22T02:06:57.000Z","size":52654,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-28T02:28:34.295Z","etag":null,"topics":["classification","convolutional-neural-networks","deep-neural-networks","global-average-pooling","image-augmentation","image-recognition","keras","loss-functions","mlp","model-architecture","multi-layer-architecture","multi-layer-perceptron","one-hot-encode","optimiser","tensorflow","testing","training","validation"],"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/ltfschoen.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":"2017-06-20T03:26:15.000Z","updated_at":"2023-11-20T08:12:27.000Z","dependencies_parsed_at":null,"dependency_job_id":"fee32b2d-3750-4adb-85a8-864781d20768","html_url":"https://github.com/ltfschoen/aind2-cnn","commit_stats":{"total_commits":30,"total_committers":4,"mean_commits":7.5,"dds":"0.33333333333333337","last_synced_commit":"a04212d33d985b0842d989e51fe88f341c8d73fc"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ltfschoen/aind2-cnn","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ltfschoen%2Faind2-cnn","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ltfschoen%2Faind2-cnn/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ltfschoen%2Faind2-cnn/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ltfschoen%2Faind2-cnn/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ltfschoen","download_url":"https://codeload.github.com/ltfschoen/aind2-cnn/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ltfschoen%2Faind2-cnn/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31819715,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-14T18:05:02.291Z","status":"ssl_error","status_checked_at":"2026-04-14T18:05:01.765Z","response_time":153,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":["classification","convolutional-neural-networks","deep-neural-networks","global-average-pooling","image-augmentation","image-recognition","keras","loss-functions","mlp","model-architecture","multi-layer-architecture","multi-layer-perceptron","one-hot-encode","optimiser","tensorflow","testing","training","validation"],"created_at":"2024-10-01T16:27:47.129Z","updated_at":"2026-04-14T23:31:08.866Z","avatar_url":"https://github.com/ltfschoen.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# aind2-cnn\n\n### Instructions\n\n1. Clone the repository and navigate to the downloaded folder.\n\t\n\t```\t\n\t\tgit clone https://github.com/udacity/aind2-cnn.git\n\t\tcd aind2-cnn\n\t```\n\n2. Obtain the necessary Python packages, and switch Keras backend to Tensorflow.  \t\n\n\tFor __Mac/OSX__:\n\t```\n\t\tconda env create -f requirements/aind-dog-mac.yml\n\t\tsource activate aind-dog\n\t\tKERAS_BACKEND=tensorflow python -c \"from keras import backend\"\n\t```\n\n\tFor __Linux__:\n\t```\n\t\tconda env create -f requirements/aind-dog-linux.yml\n\t\tsource activate aind-dog\n\t\tKERAS_BACKEND=tensorflow python -c \"from keras import backend\"\n\t```\n\n\tFor __Windows__:\n\t```\n\t\tconda env create -f requirements/aind-dog-windows.yml\n\t\tactivate aind-dog\n\t\tset KERAS_BACKEND=tensorflow\n\t\tpython -c \"from keras import backend\"\n\t```\n\t\n3. Run `cd mnist-mlp; jupyter notebook mnist_mlp.ipynb`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fltfschoen%2Faind2-cnn","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fltfschoen%2Faind2-cnn","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fltfschoen%2Faind2-cnn/lists"}