{"id":19085055,"url":"https://github.com/jaywalnut310/deep-learning-studies","last_synced_at":"2025-08-16T11:10:27.309Z","repository":{"id":85847183,"uuid":"100059954","full_name":"jaywalnut310/deep-learning-studies","owner":"jaywalnut310","description":"2017 spring","archived":false,"fork":false,"pushed_at":"2017-12-01T06:39:58.000Z","size":1670,"stargazers_count":4,"open_issues_count":0,"forks_count":0,"subscribers_count":4,"default_branch":"master","last_synced_at":"2025-02-22T06:42:33.296Z","etag":null,"topics":[],"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/jaywalnut310.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":"2017-08-11T18:25:22.000Z","updated_at":"2024-08-07T14:55:08.000Z","dependencies_parsed_at":"2023-03-08T16:45:42.644Z","dependency_job_id":null,"html_url":"https://github.com/jaywalnut310/deep-learning-studies","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jaywalnut310/deep-learning-studies","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaywalnut310%2Fdeep-learning-studies","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaywalnut310%2Fdeep-learning-studies/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaywalnut310%2Fdeep-learning-studies/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaywalnut310%2Fdeep-learning-studies/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jaywalnut310","download_url":"https://codeload.github.com/jaywalnut310/deep-learning-studies/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jaywalnut310%2Fdeep-learning-studies/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270702562,"owners_count":24630877,"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":"2025-08-16T02:00:11.002Z","response_time":91,"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":[],"created_at":"2024-11-09T02:53:37.906Z","updated_at":"2025-08-16T11:10:27.289Z","avatar_url":"https://github.com/jaywalnut310.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Deep Learning Studies\n* Candidate-Sampling\n  * https://www.tensorflow.org/versions/r0.12/api_docs/python/nn/candidate_sampling\n  * https://www.tensorflow.org/extras/candidate_sampling.pdf\n  * https://arxiv.org/abs/1410.8251\n  * http://papers.nips.cc/paper/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf\n* Fast-Text\n  * https://arxiv.org/abs/1607.01759\n* Variational Auto Encoder\n  * https://github.com/jaywalnut310/Maths-for-ML/blob/master/VAE.pdf\n  * https://jaan.io/what-is-variational-autoencoder-vae-tutorial\n  * https://github.com/blei-lab/edward/blob/master/examples/vae.py\n* Normalizing Flow (Inverse Autoregressive Flow)\n  * https://arxiv.org/abs/1505.05770\n  * https://arxiv.org/abs/1606.04934\n  * https://arxiv.org/abs/1312.6114\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjaywalnut310%2Fdeep-learning-studies","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjaywalnut310%2Fdeep-learning-studies","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjaywalnut310%2Fdeep-learning-studies/lists"}