{"id":27126042,"url":"https://github.com/khyatimahendru/applications-linear-algebra","last_synced_at":"2025-04-07T15:58:37.526Z","repository":{"id":263371536,"uuid":"198962449","full_name":"KhyatiMahendru/Applications-Linear-Algebra","owner":"KhyatiMahendru","description":"Linear Algebra is very close to my heart. In this project, I explored various applications of Linear Algebra in Data Science to encourage more people to develop an interest in this subject.","archived":false,"fork":false,"pushed_at":"2019-07-27T05:07:42.000Z","size":1414,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":0,"default_branch":"master","last_synced_at":"2024-11-18T06:27:39.248Z","etag":null,"topics":["computer-vision","data-science","dimensionality-reduction","image-processing","latent-semantic-analysis","linear-algebra","machine-learning","nlp","pca","svd","word-embeddings","word2vec"],"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/KhyatiMahendru.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":"2019-07-26T06:47:27.000Z","updated_at":"2019-08-14T10:32:54.000Z","dependencies_parsed_at":"2024-11-18T09:35:06.955Z","dependency_job_id":null,"html_url":"https://github.com/KhyatiMahendru/Applications-Linear-Algebra","commit_stats":null,"previous_names":["khyatimahendru/applications-linear-algebra"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KhyatiMahendru%2FApplications-Linear-Algebra","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KhyatiMahendru%2FApplications-Linear-Algebra/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KhyatiMahendru%2FApplications-Linear-Algebra/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KhyatiMahendru%2FApplications-Linear-Algebra/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KhyatiMahendru","download_url":"https://codeload.github.com/KhyatiMahendru/Applications-Linear-Algebra/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247685625,"owners_count":20979085,"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":["computer-vision","data-science","dimensionality-reduction","image-processing","latent-semantic-analysis","linear-algebra","machine-learning","nlp","pca","svd","word-embeddings","word2vec"],"created_at":"2025-04-07T15:58:36.884Z","updated_at":"2025-04-07T15:58:37.520Z","avatar_url":"https://github.com/KhyatiMahendru.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Applications-Linear-Algebra\nLinear Algebra is very close to my heart. In this project, I explored various applications of Linear Algebra in Data Science to encourage more people to develop an interest in this subject.\nI have divided the applications into 4 groups:\n - Linear Algebra in Basic Machine Learning\n - Linear Algebra in Dimensionality Reduction\n - Linear Algebra in Natural Language Processing\n - Linear Algebra in Computer Vision\n\nFind the article that I wrote for which I developed this notebook as a support at:\n- https://www.analyticsvidhya.com/blog/2019/07/10-applications-linear-algebra-data-science/\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkhyatimahendru%2Fapplications-linear-algebra","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkhyatimahendru%2Fapplications-linear-algebra","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkhyatimahendru%2Fapplications-linear-algebra/lists"}