{"id":10796,"name":"cnns-lstms-time-series","description":"1) How to Prepare Time Series Data for CNNs and LSTMs?? 2) How to Develop CNNs for Time Series Forecasting?? 3) How to Develop LSTMs for Time Series Forecasting??  4) How to Load and Explore Household Energy Usage Data??  5) How to Develop CNNs for Multi-step Energy Usage Forecasting??  6) How to Develop LSTMs for Multi-step Energy Usage Forecasting","url":"https://github.com/syedhasnat/cnns-lstms-time-series","last_synced_at":"2025-09-04T21:02:57.417Z","repository":{"id":167585127,"uuid":"445937871","full_name":"SyedHasnat/CNNs-LSTMs-Time-Series","owner":"SyedHasnat","description":"1) How to Prepare Time Series Data for CNNs and LSTMs?? 2) How to Develop CNNs for Time Series Forecasting?? 3) How to Develop LSTMs for Time Series Forecasting??  4) How to Load and Explore Household Energy Usage Data??  5) How to Develop CNNs for Multi-step Energy Usage Forecasting??  6) How to Develop LSTMs for Multi-step Energy Usage Forecasting","archived":false,"fork":false,"pushed_at":"2024-05-12T20:04:37.000Z","size":58,"stargazers_count":9,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-11T19:39:09.810Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","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/SyedHasnat.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2022-01-08T22:01:41.000Z","updated_at":"2025-04-02T14:02:02.000Z","dependencies_parsed_at":"2025-04-11T19:39:12.649Z","dependency_job_id":"ab4817ad-5e25-4373-8af9-d5f5b80c9480","html_url":"https://github.com/SyedHasnat/CNNs-LSTMs-Time-Series","commit_stats":null,"previous_names":["syedhasnat/cnns-lstms-time-series"],"tags_count":3,"template":false,"template_full_name":null,"purl":"pkg:github/SyedHasnat/CNNs-LSTMs-Time-Series","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SyedHasnat%2FCNNs-LSTMs-Time-Series","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SyedHasnat%2FCNNs-LSTMs-Time-Series/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SyedHasnat%2FCNNs-LSTMs-Time-Series/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SyedHasnat%2FCNNs-LSTMs-Time-Series/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SyedHasnat","download_url":"https://codeload.github.com/SyedHasnat/CNNs-LSTMs-Time-Series/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SyedHasnat%2FCNNs-LSTMs-Time-Series/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273673223,"owners_count":25147505,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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"}},"owner":{"login":"SyedHasnat","name":"Syed Hasnat","uuid":"81588359","kind":"user","description":"Electrical Engineer | Forecasting | Deep Learning | Reinforcement Learning | Matlab","email":"","website":null,"location":"Mardan","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/81588359?u=d87256ca3273e1590809d386ff7e0572c96ad3c5\u0026v=4","repositories_count":1,"last_synced_at":"2023-05-20T13:41:51.109Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/SyedHasnat","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-05-20T13:41:51.121Z","updated_at":"2023-05-20T13:41:51.121Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SyedHasnat","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SyedHasnat/repositories"},"packages":[],"commits":{"message":"Repository syncing started."},"issues_stats":{"full_name":"syedhasnat/cnns-lstms-time-series","html_url":"https://github.com/syedhasnat/cnns-lstms-time-series","last_synced_at":null,"status":null,"issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-09-04T21:02:21.056Z","updated_at":"2025-09-04T21:02:21.056Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/syedhasnat%2Fcnns-lstms-time-series","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/syedhasnat%2Fcnns-lstms-time-series/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-04T00:00:25.939Z","repositories_count":10081047,"issues_count":31277651,"pull_requests_count":96104459,"authors_count":10693669,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{"WatchEvent":3,"ForkEvent":1},"last_year":{"WatchEvent":3,"ForkEvent":1}},"keywords":[],"dependencies":[],"score":null,"created_at":"2025-09-04T15:50:35.839Z","updated_at":"2025-10-07T08:06:59.372Z","avatar_url":"https://github.com/SyedHasnat.png","language":"Jupyter Notebook","category":null,"sub_category":null,"monthly_downloads":0,"funding_links":[],"readme_doi_urls":["https://doi.org/10.5281/zenodo.11180681"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/10796","html_url":"https://science.ecosyste.ms/projects/10796","bibtex_url":"https://science.ecosyste.ms/projects/10796/export.bibtex","apalike_url":"https://science.ecosyste.ms/projects/10796/export.apalike"}