sparse
Sparse matrix formats for linear algebra supporting scientific and machine learning applications (by james-bowman)
dataframe-go
DataFrames for Go: For statistics, machine-learning, and data manipulation/exploration (by rocketlaunchr)
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| sparse | dataframe-go | |
|---|---|---|
| 1 | 3 | |
| 149 | 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 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
sparse
Posts with mentions or reviews of sparse.
We have used some of these posts to build our list of alternatives
and similar projects.
dataframe-go
Posts with mentions or reviews of dataframe-go.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-10.
-
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
-
Dynamic Structs
For guidance on how to use it: https://github.com/rocketlaunchr/dataframe-go/blob/master/exports/parquet.go
What are some alternatives?
When comparing sparse and dataframe-go you can also consider the following projects:
ode - An ordinary differential equation solving library in golang.
gonum - Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
pagerank - Weighted PageRank implementation in Go
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
matrigo - matrix library in go
qframe - Immutable data frame for Go
go.matrix - linear algebra for go
gonum/plot - A repository for plotting and visualizing data
gobbs - A Blum-Blum-Shub-Generator written in Go
Stats - A well tested and comprehensive Golang statistics library package with no dependencies.
gonum/mat64