{"id":20027668,"url":"https://github.com/fabriziomusacchio/dimensionality_reduction","last_synced_at":"2025-06-30T09:35:04.452Z","repository":{"id":178030829,"uuid":"661269911","full_name":"FabrizioMusacchio/dimensionality_reduction","owner":"FabrizioMusacchio","description":"Code used in blog post about dimensionality reduction using Python","archived":false,"fork":false,"pushed_at":"2023-07-13T09:26:05.000Z","size":1501,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-02T04:43:40.498Z","etag":null,"topics":["autoencoder","dimensionality-reduction","factor-analysis","latent-space","latent-variables","pca"],"latest_commit_sha":null,"homepage":"https://www.fabriziomusacchio.com/blog/2023-06-16-pca_with_python/","language":"Python","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/FabrizioMusacchio.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":"2023-07-02T10:19:55.000Z","updated_at":"2023-07-02T10:24:25.000Z","dependencies_parsed_at":"2023-09-11T04:46:26.831Z","dependency_job_id":null,"html_url":"https://github.com/FabrizioMusacchio/dimensionality_reduction","commit_stats":null,"previous_names":["fabriziomusacchio/dimensionality_reduction"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/FabrizioMusacchio/dimensionality_reduction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FabrizioMusacchio%2Fdimensionality_reduction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FabrizioMusacchio%2Fdimensionality_reduction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FabrizioMusacchio%2Fdimensionality_reduction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FabrizioMusacchio%2Fdimensionality_reduction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/FabrizioMusacchio","download_url":"https://codeload.github.com/FabrizioMusacchio/dimensionality_reduction/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/FabrizioMusacchio%2Fdimensionality_reduction/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262748255,"owners_count":23358148,"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":["autoencoder","dimensionality-reduction","factor-analysis","latent-space","latent-variables","pca"],"created_at":"2024-11-13T09:11:20.445Z","updated_at":"2025-06-30T09:35:04.430Z","avatar_url":"https://github.com/FabrizioMusacchio.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Dimensionality Reduction\n\nThe repository contains the code for the following dimensionality reduction techniques:\n\n- Principal Component Analysis (PCA)\n- Factor Analysis (FA)\n- Autoencoder (AE)\n\nThe methods and results are discussed in the following blog posts: \n\n* [Untangling complexity: harnessing PCA for data dimensionality reduction](https://www.fabriziomusacchio.com/blog/2023-06-16-pca_with_python/)\n* [Unlocking hidden patterns with Factor Analysis](https://www.fabriziomusacchio.com/blog/2023-06-16-factoranalysis_with_python/)\n* [Using Autoencoders to reveal hidden structures in high-dimensional data](https://www.fabriziomusacchio.com/blog/2023-06-16-autoencoder_with_python/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffabriziomusacchio%2Fdimensionality_reduction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffabriziomusacchio%2Fdimensionality_reduction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffabriziomusacchio%2Fdimensionality_reduction/lists"}