{"id":22122197,"url":"https://github.com/hamdivazim/pypredictor","last_synced_at":"2025-07-25T14:04:28.937Z","repository":{"id":164833310,"uuid":"639530553","full_name":"hamdivazim/pypredictor","owner":"hamdivazim","description":"The Python library that makes AI predictions simple.","archived":false,"fork":false,"pushed_at":"2024-03-09T16:29:15.000Z","size":85,"stargazers_count":5,"open_issues_count":1,"forks_count":2,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-03T03:57:13.398Z","etag":null,"topics":["artificial-intelligence","machine-learning","neural-network","prediction","pypredictor","python","rnn","seaborn","tensorflow"],"latest_commit_sha":null,"homepage":"https://pypi.org/project/pypredictor/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hamdivazim.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":"SECURITY.md","support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-05-11T16:37:58.000Z","updated_at":"2023-11-23T12:17:35.000Z","dependencies_parsed_at":null,"dependency_job_id":"5a207d27-7503-4bfb-9eff-aaa290c6313a","html_url":"https://github.com/hamdivazim/pypredictor","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/hamdivazim/pypredictor","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamdivazim%2Fpypredictor","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamdivazim%2Fpypredictor/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamdivazim%2Fpypredictor/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamdivazim%2Fpypredictor/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hamdivazim","download_url":"https://codeload.github.com/hamdivazim/pypredictor/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamdivazim%2Fpypredictor/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":260787317,"owners_count":23063089,"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":["artificial-intelligence","machine-learning","neural-network","prediction","pypredictor","python","rnn","seaborn","tensorflow"],"created_at":"2024-12-01T15:18:26.739Z","updated_at":"2025-06-19T16:35:03.115Z","avatar_url":"https://github.com/hamdivazim.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv align=\"center\"\u003e\n  \u003cpicture\u003e\n    \u003csource media=\"(prefers-color-scheme: dark)\" srcset=\"https://github.com/hamdivazim/pypredictor/raw/main/logo_dark.png\"\u003e\n    \u003cimg src=\"https://github.com/hamdivazim/pypredictor/raw/main/logo.png\" alt=\"pypredictor logo\"\u003e\n  \u003c/picture\u003e\n\u003c/div\u003e\n\n# pypredictor 0.1.1\n\u003cp\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Python-3.8 | 3.9 | 3.10 | 3.11 -blue.svg\" alt=\"py versions\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/PyPi package-0.1.1-green.svg\" alt=\"pypi version\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/License-Apache License 2.0-green.svg\" alt=\"license\"\u003e\n  \u003cimg src=\"https://img.shields.io/badge/Libraries-tensorflow | numpy | seaborn | pandas-green.svg\" alt=\"libs\"\u003e\n\u003c/p\u003e\n\nThe Python library that makes AI predictions simple.\n\n## What can it do?\npypredictor uses an RNN (Recurrent Neural Network) to predict the next n numbers in a sequence. As an example, using this code:\n```python\npred = NumPredictor(500)\nprint(pred.predict([1, 2, 3, 4, 5, 6, 7, 8, 9, 10], 5, 3))\n```\npypredictor generated the following output, which is quite accurate:\n```\n[10.969043, 11.950292, 12.920968, 13.859894, 14.789316]\n```\npypredictor also has the ability to generate a pandas DataFrame and a seaborn line graph, from an initial sequence/DataFrame which you provide.\n###\nPlus, there are examples in the `examples/` directory, so you can take a look for yourself :)\n\n## How to use\nThere are examples for both packages `numpredict` and `numgraph` in the `examples/` directory which you can `git clone` as shown below.\n\n## How to install\nInstall via pip:\n```\n$ pip install pypredictor\n```\nTo get examples, clone this repository and enter `pypredictor/examples`:\n```\n$ git clone https://github.com/hamdivazim/pypredictor.git\n$ cd pypredictor/examples\n```\nanaconda support hopefully coming soon!\n\n## License\npypredictor is licensed by Hamd Waseem (hamdivazim) under [the Apache License 2.0](https://github.com/hamdivazim/pypredictor/blob/main/LICENSE).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamdivazim%2Fpypredictor","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhamdivazim%2Fpypredictor","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamdivazim%2Fpypredictor/lists"}