{"repo":"HazelnutParadise/insyra","free":true,"listed":false,"github":"https://github.com/HazelnutParadise/insyra","clone":"git clone https://github.com/HazelnutParadise/insyra.git","description":"Not just an alternative to Pandas in Go. A next-generation data analysis library for Golang with factor analysis, Parquet, CSV, JSON, Excel, and seamless Python integration.","language":"Go","stars":56,"topics":["analysis","golang","stats","parallel","data-science","go-echarts","plot","data-visualization","pandas","linear-programming"],"license":"MIT","category":"machine-learning","readme_excerpt":"Insyra - Create for the Next 繁體中文 English Insyra is a complete data analysis ecosystem for Go, spanning data loading and cleaning, statistics, visualization, machine learning, and deep learning. Every layer is checked against a reference implementation: statistics against R, models against scikit-learn, neural networks against PyTorch and onnxruntime. GPU acceleration, parallel processing, Python interop, and a CLI with its own REPL come built in. Official Website: Documentation: Go.dev Package: [!NOTE] This project is evolving rapidly—please star and watch the repository to stay up to date with the latest changes! Fast, Lovely, Easy To Use The Insyra library is a dynamic and versatile tool designed for managing and analyzing data in Go. It offers a rich set of features for data manipulation, statistical calculations, data visualization, and more, making it an essential toolkit for developers handling complex data structures. [!TIP] isr package provides Sytax Sugar ! Any new project is recommended to use isr package instead of calling insyra main package directly. For more details, please refer to the Documentation . [!NOTE] If some functions or methods in the documentation are not working, it may be because the feature is not yet included in the latest release. Please refer to the documentation in the source code of the corresponding version in Releases . [!IMPORTANT] For any functions or methods not explicitly listed in Insyra documents, it indicates that the feature is sti","default_branch":null,"files":null,"tree":[],"storefront":"/r/HazelnutParadise","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/HazelnutParadise/insyra/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}