{"id":17502624,"url":"https://github.com/k-arindam/swiftnp","last_synced_at":"2025-08-21T12:30:53.902Z","repository":{"id":258332747,"uuid":"869372289","full_name":"k-arindam/SwiftNP","owner":"k-arindam","description":"A Swift library inspired by NumPy, focused on efficient numerical computation, array operations, and linear algebra for iOS and macOS development.","archived":false,"fork":false,"pushed_at":"2024-11-25T19:19:07.000Z","size":2213,"stargazers_count":41,"open_issues_count":0,"forks_count":5,"subscribers_count":5,"default_branch":"main","last_synced_at":"2024-12-19T23:14:57.860Z","etag":null,"topics":["array-operation","ios","linear-algebra","macos","numerical-computation","numpy","swift"],"latest_commit_sha":null,"homepage":"https://swiftnp.karindam.in","language":"Swift","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/k-arindam.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","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},"funding":{"github":"k-arindam"}},"created_at":"2024-10-08T07:28:14.000Z","updated_at":"2024-11-26T00:58:58.000Z","dependencies_parsed_at":"2024-10-20T14:48:18.806Z","dependency_job_id":null,"html_url":"https://github.com/k-arindam/SwiftNP","commit_stats":{"total_commits":42,"total_committers":4,"mean_commits":10.5,"dds":"0.30952380952380953","last_synced_commit":"b23e6d12683ab7fbf236ea050808812ae4015924"},"previous_names":["k-arindam/swiftnp"],"tags_count":7,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-arindam%2FSwiftNP","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-arindam%2FSwiftNP/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-arindam%2FSwiftNP/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/k-arindam%2FSwiftNP/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/k-arindam","download_url":"https://codeload.github.com/k-arindam/SwiftNP/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230511483,"owners_count":18237658,"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":["array-operation","ios","linear-algebra","macos","numerical-computation","numpy","swift"],"created_at":"2024-10-19T21:14:40.390Z","updated_at":"2025-08-21T12:30:53.891Z","avatar_url":"https://github.com/k-arindam.png","language":"Swift","funding_links":["https://github.com/sponsors/k-arindam"],"categories":[],"sub_categories":[],"readme":"[![](https://img.shields.io/endpoint?url=https%3A%2F%2Fswiftpackageindex.com%2Fapi%2Fpackages%2Fk-arindam%2FSwiftNP%2Fbadge%3Ftype%3Dswift-versions)](https://swiftpackageindex.com/k-arindam/SwiftNP) [![](https://img.shields.io/endpoint?url=https%3A%2F%2Fswiftpackageindex.com%2Fapi%2Fpackages%2Fk-arindam%2FSwiftNP%2Fbadge%3Ftype%3Dplatforms)](https://swiftpackageindex.com/k-arindam/SwiftNP)\n\n![Banner](assets/banner.png)\n\n# SwiftNP\n\nSwiftNP is a Swift package for numerical computing inspired by the popular Python library, NumPy. It provides support for multi-dimensional arrays (NDArray), along with basic operations on these arrays, such as reshaping, element-wise operations, and more.\n\n## Features\n\n- Multi-dimensional arrays (`NDArray`)\n- Support for various numeric types (e.g., `Int`, `Float`, `Double`, etc.)\n- Basic array operations (reshape, element-wise operations, etc.)\n- Extensible architecture for additional numerical computing functionality\n\n## Installation\n\n### Swift Package Manager\n\nAdd the following to your `Package.swift` file:\n\n```swift\ndependencies: [\n    .package(url: \"https://github.com/k-arindam/SwiftNP\", from: \"0.0.7\")\n]\n```\n\nThen, include SwiftNP as a dependency in your target:\n\n```swift\n.target(\n    name: \"YourTarget\",\n    dependencies: [\"SwiftNP\"]),\n```\n\nImport SwiftNP\n\nIn any Swift file where you want to use SwiftNP:\n\n```swift\nimport SwiftNP\n```\n\n## Usage\n\n### Creating an NDArray\n\nYou can create a multi-dimensional array by specifying the shape and default values:\n\n```swift\nlet array = SNP.ones(shape: [1, 3, 512, 512])\n```\n\n### Basic Array Operations\n\nSwiftNP supports element-wise operations, reshaping, and much more:\n\n```swift\nlet reshapedArray = array.reshape([1, 9])\n```\n\n### Data Types\n\nSwiftNP supports a wide range of numeric data types. You can specify the data type when creating an NDArray:\n\n```swift\nlet floatArray = NDArray(shape: [2, 2], dtype: .float64, defaultValue: 21.0)\n```\n\n## License\n\nThis project is licensed under the MIT License. See the LICENSE file for details.\n\n*Banner generated by [ChatGPT](https://chat.openai.com/)*\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fk-arindam%2Fswiftnp","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fk-arindam%2Fswiftnp","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fk-arindam%2Fswiftnp/lists"}