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Resources for Go-based data analysis, visualization, machine learning, etc.

Go data resources Please see the following sub-sections for specific types of Go-based data science resources: Community Resources → (events, conferences, blogs, etc...) Tooling Resources → (packages, libr
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Category: Golang / Science and Data Analysis
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Last update: Jun 27, 2022
Resource links
https://github.com/gopherdata/resources

Go data resources

Please see the following sub-sections for specific types of Go-based data science resources:

Community Resources →

(events, conferences, blogs, etc...)

Tooling Resources →

(packages, libraries, tools, etc ...)

7 Open More issues
Closed

No data frames or data.table

First job of a data analyst is finding something new. If on that moment he start to write too many codes he would not be able to focus on data...

I know this from experience. This is the reason despite being slow people slip prefer R over python.

Go needs a library like data.table in R and a ggvis package... If you can create just these 2 packages we can start taking go seriously. For the time being i would still stuck to R unless somebody creates this...

Packages like GoTa are not good even at a basic task of selecting multiple rows from dataframes. Or group them by a unique value.

It would take at least a decade for go to come as a data analysis tool...

But yes once the model is ready once we have findings than go can be used. I am still not sure how but it can be used...

Kindly reply me if you have a better solution.

opened May 28, 2017 by vikram-rawat 3
Closed

Possible package that can be included

I have developed a Go package that may be included in the tooling resources:

github.com/kelvins/chronobiology - Provide an easy way to access some chronobiology functions that can perform data analysis in time series using GoLang. (I think this is related to bioinformatics)

I don't know if this package is 'robust' as the packages shared in the tooling resources. If you think it should be added feel free to add or let me know.

Thanks

opened Mar 24, 2017 by kelvins 3
Closed

Update README with reference to Self-organizing maps in Go

I figured my latest Go project might be useful to some folks.

opened Jan 24, 2017 by milosgajdos 3
Closed

add the birdland recommendation library

Shameless self-promotion :)

opened Aug 29, 2019 by rlouf 2
Closed

Add go-ann

opened Jul 26, 2017 by rikonor 2
Closed

Slack

Hi,

after clicking the slack link (Gophers Slack #data-science Channel) I will only get to the login site but there is actual no way to login.

greetings

opened Mar 16, 2017 by BelphegorPrime 2
Closed

Added Gwizo to NLP list

Gwizo is a simple Go implementation of the Porter Stemmer algorithm with powerful features

opened Jan 23, 2017 by kampsy 2
Open

Update GH repo URL for gosom and add more data Go modules

opened Feb 17, 2021 by milosgajdos 0
Open

github.com/Shixzie/ly has been deleted

The package github.com/Shixzie/ly (A very flexible and easy to use pkg to work with DataFrames aimed at ML) points to a non-existing repository.

opened Dec 26, 2017 by Dr-Terrible 0
Open

Add glot

https://twitter.com/golang_news/status/918977049875877889

opened Oct 13, 2017 by dwhitena 0
Open

Entry page too empty

Hi, I realize that every time I stumble in back on this page:

selection_354

... before reading the text on the page, I think I got into an unfinished page with just two resource links ... and thus that there's not much interesting stuff to find here.

Not sure what is the best solution. I realize adding all the tools to this page, would make the community stuff "disappear" to ...

One could think about solutions, but wanted to share my experience.

opened Nov 5, 2016 by samuell 1
Open

A detailed error-handling guide for file imports and handling

A detailed error guide for importing and handling common file formats used in data science like csv, tsv, etc.

Example: Checking for the ParseError and ErrFieldCount for csv's with irregular column count.

opened Jul 29, 2016 by Dawny33 1
Open

Hosted Go Notebook

We should have a hosted Go notebook(s) with tutorials, information, etc. Contributors should be able to add to the content.

opened Jul 26, 2016 by dwhitena 1

Contents

    dformoso A mindmap summarising Machine Learning concepts, from Data Analysis to Deep Learning.
    ICT-BDA Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.
    Kitware VTK-based Data Analysis and Visualization Application
    arbox Curated list: Resources for machine learning in Ruby
    leelabcnbc visualization of CNN in PyTorch
    MattPD A categorized list of C++ resources.
    mandiant A machine learning tool that ranks strings based on their relevance for malware analysis.
    ujjwalkarn common data analysis and machine learning tasks using python
    OpenChemistry Cross platform, open source application for the processing, visualization, and analysis of 3D tomography data
    google pprof is a tool for visualization and analysis of profiling data
    pnnl Python package for hypergraph analysis and visualization.
    visgl High-performance Toolkit for WebGL-based Data Visualization
    BinRoot Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
    HuaizhengZhang Papers, code and datasets about deep learning and multi-modal learning for video analysis
    dotnet ML.NET is an open source and cross-platform machine learning framework for .NET.
    savan77 Machine Learning Tutorials in Python
    datumbox Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.
    yunyuntsai Code for "Transfer Learning without Knowing: Reprogramming Black-box Machine Learning Models with Scarce Data and Limited Resources". (ICML 2020)
    benthecoder A comprehensive list of 160+ YouTube Channels for Data Science, Data Engineering, Machine Learning, Deep learning, Computer Science, programming, software engineering, etc.
    debrajhyper It's an all-one repository to get all free tech topics learning resources. So that you can focus on building skills rather than finding wonderful resources to learn from.
    Shawshank-Smile PYTSDA-TDengine is an end-to end time series data analysis Python system with TDengine.
    Share this repo

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