{"id":16536485,"url":"https://github.com/avidlearnerinprogress/advanced-machine-learning-labs","last_synced_at":"2025-09-13T07:16:29.612Z","repository":{"id":110153883,"uuid":"239985707","full_name":"avidLearnerInProgress/advanced-machine-learning-labs","owner":"avidLearnerInProgress","description":"Coursework solutions to AML Labs","archived":false,"fork":false,"pushed_at":"2020-05-03T18:51:05.000Z","size":25355,"stargazers_count":3,"open_issues_count":0,"forks_count":2,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-06-03T23:50:16.385Z","etag":null,"topics":["cnn","deep-learning","deep-neural-networks","tensorflow"],"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/avidLearnerInProgress.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,"zenodo":null}},"created_at":"2020-02-12T10:30:32.000Z","updated_at":"2023-08-19T23:59:46.000Z","dependencies_parsed_at":"2023-04-27T19:46:52.609Z","dependency_job_id":null,"html_url":"https://github.com/avidLearnerInProgress/advanced-machine-learning-labs","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/avidLearnerInProgress/advanced-machine-learning-labs","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avidLearnerInProgress%2Fadvanced-machine-learning-labs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avidLearnerInProgress%2Fadvanced-machine-learning-labs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avidLearnerInProgress%2Fadvanced-machine-learning-labs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avidLearnerInProgress%2Fadvanced-machine-learning-labs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/avidLearnerInProgress","download_url":"https://codeload.github.com/avidLearnerInProgress/advanced-machine-learning-labs/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/avidLearnerInProgress%2Fadvanced-machine-learning-labs/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274932229,"owners_count":25376114,"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","status":"online","status_checked_at":"2025-09-13T02:00:10.085Z","response_time":70,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["cnn","deep-learning","deep-neural-networks","tensorflow"],"created_at":"2024-10-11T18:31:42.788Z","updated_at":"2025-09-13T07:16:29.598Z","avatar_url":"https://github.com/avidLearnerInProgress.png","language":"Jupyter Notebook","readme":"# Labwork for the module Advanced Machine Learning  \n\n1. Fashion MNIST  \n2. Custom Scikit-Learn Classifier  \n3. Multi-label classification\n4. CNN on CIFAR-10\n5. Monkey classification based on CNN\n6. Flower recognition using CNN\n7. Data augmentation\n8. VGG16 Bottleneck features\n9. Transfer Learning\n10. Pneumonia Detection","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favidlearnerinprogress%2Fadvanced-machine-learning-labs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Favidlearnerinprogress%2Fadvanced-machine-learning-labs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Favidlearnerinprogress%2Fadvanced-machine-learning-labs/lists"}