xicor-go
dataframe-go
xicor-go | dataframe-go | |
---|---|---|
1 | 3 | |
1 | 1,112 | |
- | 2.6% | |
0.0 | 0.0 | |
over 2 years ago | about 2 years ago | |
Go | Go | |
MIT License | GNU General Public License v3.0 or later |
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xicor-go
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A New Coefficient of Correlation
If anyone is interested, I've also published a Go implementation [1] of the code for float64 slices.
Results seem to exactly match the R and Python implementation, so there will be a second pass focusing on performance, stability and support for categorical variables.
[1] https://github.com/tpaschalis/xicor-go
dataframe-go
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packages similar to Pandas
Numpy functionality is largely covered by https://www.gonum.org/ but for pandas I'm not sure if there is an equivalent as widely accepted. However, you might try https://github.com/rocketlaunchr/dataframe-go which I have not tried but it looks like it covers some of what you're looking for
- Machine Learning
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Dynamic Structs
For guidance on how to use it: https://github.com/rocketlaunchr/dataframe-go/blob/master/exports/parquet.go
What are some alternatives?
xicor - xi correlation method adapted for python
gonum - Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
maths - Maths includes mathematical functions not defined in the standard Go math package.
qframe - Immutable data frame for Go
excelize - Go language library for reading and writing Microsoft Excelâ„¢ (XLAM / XLSM / XLSX / XLTM / XLTX) spreadsheets
gonum/plot - A repository for plotting and visualizing data
Stats - A well tested and comprehensive Golang statistics library package with no dependencies.
gonum/mat64
streamtools - tools for working with streams of data