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Top 7 Go Data Analysis Projects
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> That said, I hope someday Go adds the "?" return-operator
Same here. I think this is my biggest code-reading pain point as a go developer. I'm toying with the idea of playing more with Go+
https://github.com/goplus/gop/blob/main/doc/docs.md#error-ha...
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gonum
Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
Math libraries. It's just gonum right now. Missing things that often require people to link C or Python libs. E.g. https://github.com/gonum/gonum/issues/354
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SonarLint
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There are a couple of other contenders in this space. DVC (https://dvc.org/) seems most similar.
If you're interested in something you can self-host... I work on Pachyderm (https://github.com/pachyderm/pachyderm), which doesn't have a Git-like interface, but also implements data versioning. Our approach de-duplicates between files (even very small files), and our storage algorithm doesn't create objects proportional to O(n) directory nesting depth as Xet appears to. (Xet is very much like Git in that respect.)
The data versioning system enables us to run pipelines based on changes to your data; the pipelines declare what files they read, and that allows us to schedule processing jobs that only reprocess new or changed data, while still giving you a full view of what "would" have happened if all the data had been reprocessed. This, to me, is the key advantage of data versioning; you can save hundreds of thousands of dollars on compute. Being able to undo an oopsie is just icing on the cake.
Xet's system for mounting a remote repo as a filesystem is a good idea. We do that too :)
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octosql
OctoSQL is a query tool that allows you to join, analyse and transform data from multiple databases and file formats using SQL.
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gibberish
A golang package and command line tool for the analysis and identification of gibberish text. (by prophittcorey)
Project mention: Show HN: A Go package to train and classify bogus text, usernames and emails | news.ycombinator.com | 2023-01-10 -
InfluxDB
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Go Data Analysis related posts
- Ask HN: Who is hiring? (December 2022)
- Gonum Numerical Packages
- The Go+ Programming Language – Go+ v1.1.0
- Reinvents how Go interacts with C
- Do you care about having a numerical/scientific ecosystem?
- How should other Go programs pass data to my program?
- Go+ version 1.0, for engineering, STEM education, and data science
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A note from our sponsor - InfluxDB
www.influxdata.com | 29 Mar 2023
Index
What are some of the best open-source Data Analysis projects in Go? This list will help you:
Project | Stars | |
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1 | gop | 8,419 |
2 | gonum | 6,440 |
3 | pachyderm | 5,867 |
4 | octosql | 4,419 |
5 | bacalhau | 256 |
6 | rtdl | 41 |
7 | gibberish | 4 |