{"id":21165095,"url":"https://github.com/evanwporter/sloth","last_synced_at":"2025-03-14T16:37:25.888Z","repository":{"id":175915256,"uuid":"548047285","full_name":"evanwporter/Sloth","owner":"evanwporter","description":"Faster Pandas Dataframe","archived":false,"fork":false,"pushed_at":"2024-08-16T04:15:09.000Z","size":22712,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-21T10:07:31.497Z","etag":null,"topics":["cython","data-analysis","dataframe","pandas"],"latest_commit_sha":null,"homepage":"","language":"Cython","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/evanwporter.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2022-10-08T20:36:19.000Z","updated_at":"2024-08-16T04:15:12.000Z","dependencies_parsed_at":null,"dependency_job_id":"92c32d7a-6d95-4c63-a9f4-fff8667ff973","html_url":"https://github.com/evanwporter/Sloth","commit_stats":null,"previous_names":["evanwporter/sloth"],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/evanwporter%2FSloth","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/evanwporter%2FSloth/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/evanwporter%2FSloth/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/evanwporter%2FSloth/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/evanwporter","download_url":"https://codeload.github.com/evanwporter/Sloth/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243612864,"owners_count":20319425,"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":["cython","data-analysis","dataframe","pandas"],"created_at":"2024-11-20T14:19:24.601Z","updated_at":"2025-03-14T16:37:25.860Z","avatar_url":"https://github.com/evanwporter.png","language":"Cython","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Sloth\n(named sloth becuase koala was taken)\n\nAimed to be a faster pandas, by being a *thin* wrapper for numpy. Keep in mind that this is not a replacement for pandas as only a few features are supported. If you want more features code them up yourself.\n\nCurrently only indexing and resampling is supported.\n\nMore detailed and accurate benchmarks between Sloth and Pandas coming soon.\n\nThis program is fast like [Flash](https://www.youtube.com/watch?v=dM-li2Cn5Pw).\n\n## Benchmarks\n\n| CMD | Sloth | Pandas |\n| --- | ----- | ------ |\n| iloc[0] | 2.58 µs ± 298 ns | 168 µs ± 18.9 µs |\n| iloc[5:300000] | 3.48 µs ± 251 ns | 210 µs ± 15.1 µs |\n\n![benchmark_results](https://github.com/evanwporter/Sloth/assets/115374841/50b6fbfd-8f40-4a08-868f-6763c9ef7a0a)\n\nStill not fast enough? Try [Cloth](https://github.com/evanwporter/Sloth/tree/experimental)!\n\n## Where\n\n| **Link**  | **URL**                                    |\n|-----------|---------------------------------------------|\n| docs      | [https://evanwporter.github.io/Sloth](https://evanwporter.github.io/Sloth)   |\n| code      | [https://github.com/evanwporter/Sloth](https://github.com/evanwporter/Sloth) |\n| cloth     | [https://github.com/evanwporter/Sloth/tree/experimental](https://github.com/evanwporter/Sloth/tree/experimental) |\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fevanwporter%2Fsloth","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fevanwporter%2Fsloth","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fevanwporter%2Fsloth/lists"}