dataframe-go
A lightweight and intuitive Go library for data manipulation, statistics, and machine learning using DataFrames.
What is dataframe-go?
dataframe-go is a Go library that implements DataFrames for data manipulation, statistical analysis, and machine learning. It provides a structured way to handle tabular data with support for importing, exporting, filtering, sorting, and applying functions, similar to pandas in Python but native to Go.
Go developers working on data analysis, machine learning projects, or any application requiring efficient tabular data manipulation and exploration.
It offers a performant, intuitive, and lightweight DataFrame implementation specifically for Go, with seamless integration into Go ecosystems and interoperability with popular packages like gonum for advanced mathematical operations.
Overview
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration
Use Cases
Best For
- Performing statistical analysis on tabular data in Go applications
- Building machine learning pipelines that require data preprocessing and transformation
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