11 best Go Data Labelling libraries in 2024

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by naveen.kumar@openweaver.com dot icon Updated: Mar 9, 2023

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Go is a general purpose language developed by google. Go can be used to build server side applications, APIs and web services. Go is also used in machine learning and data science projects. In this article, I will list few of the best Golang data labelling libraries. Go vector space models package is built on top of gonum. This kit provides an implementation of some of the commonly used algorithms in natural language processing (NLP) like word2vec, doc2vec etc. With these libraries, you can convert your texts into vectors which can then be used as features in classification and regression models to solve text classification problems. A few of the most popular open source libraries for developers are: Parca - Continuous profiling for analysis of CPU, memory usage over time, and down to the line number. Saving infrastructure cost, improving performance, and increasing reliability; Etable - provides a DataTable / DataFrame structure in Go (golang), similar to pandas and xarray in Python, and Apache Arrow Table, using etensor n-dimensional columns aligned by common outermost row dimension. The following is a comprehensive list of the best open source libraries for Go data labelling:

parcaby parca-dev

TypeScript doticonstar image 3144 doticonVersion:v0.18.0doticon
License: Permissive (Apache-2.0)

Continuous profiling for analysis of CPU and memory usage, down to the line number and throughout time. Saving infrastructure cost, improving performance, and increasing reliability.

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            parcaby parca-dev

            TypeScript doticon star image 3144 doticonVersion:v0.18.0doticon License: Permissive (Apache-2.0)

            Continuous profiling for analysis of CPU and memory usage, down to the line number and throughout time. Saving infrastructure cost, improving performance, and increasing reliability.
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                      Go doticonstar image 711 doticonVersion:v0.51.0doticon
                      License: Permissive (Apache-2.0)

                      Prometheus exporter for AWS CloudWatch - Discovers services through AWS tags, gets CloudWatch metrics data and provides them as Prometheus metrics with AWS tags as labels

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                                yet-another-cloudwatch-exporterby nerdswords

                                Go doticon star image 711 doticonVersion:v0.51.0doticon License: Permissive (Apache-2.0)

                                Prometheus exporter for AWS CloudWatch - Discovers services through AWS tags, gets CloudWatch metrics data and provides them as Prometheus metrics with AWS tags as labels
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                                          mxjby clbanning

                                          Go doticonstar image 544 doticonVersion:v2.7doticon
                                          License: Permissive (MIT)

                                          Decode / encode XML to/from map[string]interface{} (or JSON); extract values with dot-notation paths and wildcards. Replaces x2j and j2x packages.

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                                                    mxjby clbanning

                                                    Go doticon star image 544 doticonVersion:v2.7doticon License: Permissive (MIT)

                                                    Decode / encode XML to/from map[string]interface{} (or JSON); extract values with dot-notation paths and wildcards. Replaces x2j and j2x packages.
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                                                              etableby emer

                                                              Go doticonstar image 81 doticonVersion:v1.0.41doticon
                                                              License: Permissive (BSD-3-Clause)

                                                              DataTable / DataFrame structure in Go (golang), similar to pandas and xarray in Python, using etensor columns aligned by common row dimension

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                                                                        etableby emer

                                                                        Go doticon star image 81 doticonVersion:v1.0.41doticon License: Permissive (BSD-3-Clause)

                                                                        DataTable / DataFrame structure in Go (golang), similar to pandas and xarray in Python, using etensor columns aligned by common row dimension
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                                                                                  precise-proofsby centrifuge

                                                                                  Go doticonstar image 52 doticonVersion:Currentdoticon
                                                                                  License: Permissive (MIT)

                                                                                  A library to generate merkle proofs for complex data structures

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                                                                                            precise-proofsby centrifuge

                                                                                            Go doticon star image 52 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                            A library to generate merkle proofs for complex data structures
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                                                                                                      Go doticonstar image 35 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (Apache-2.0)

                                                                                                      A prometheus API proxy which restricts requests to metrics with specific labels

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                                                                                                                prometheus-filter-proxyby hoffie

                                                                                                                Go doticon star image 35 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                A prometheus API proxy which restricts requests to metrics with specific labels
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                                                                                                                          Go doticonstar image 27 doticonVersion:v0.2.0doticon
                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                          A proxy that authorizes and enforces a given label in a given PromQL query

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                                                                                                                                    prom-authzed-proxyby authzed

                                                                                                                                    Go doticon star image 27 doticonVersion:v0.2.0doticon License: Permissive (Apache-2.0)

                                                                                                                                    A proxy that authorizes and enforces a given label in a given PromQL query
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                                                                                                                                              tsdbinfoby laszlocph

                                                                                                                                              Go doticonstar image 22 doticonVersion:v0.2.0doticon
                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                              Understand the series and labels you store in Prometheus

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                                                                                                                                                        tsdbinfoby laszlocph

                                                                                                                                                        Go doticon star image 22 doticonVersion:v0.2.0doticon License: Permissive (Apache-2.0)

                                                                                                                                                        Understand the series and labels you store in Prometheus
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                                                                                                                                                                  go-testmarkby warpfork

                                                                                                                                                                  Go doticonstar image 10 doticonVersion:Currentdoticon
                                                                                                                                                                  License: Others (Non-SPDX)

                                                                                                                                                                  Parse data and test fixtures from markdown files, and patch them programmatically, too.

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                                                                                                                                                                            go-testmarkby warpfork

                                                                                                                                                                            Go doticon star image 10 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                                                            Parse data and test fixtures from markdown files, and patch them programmatically, too.
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                                                                                                                                                                                      wpkby schwarzlichtbezirk

                                                                                                                                                                                      Go doticonstar image 10 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      Places data files into single package, extracts them, and gives API for access to package.

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                                                                                                                                                                                                wpkby schwarzlichtbezirk

                                                                                                                                                                                                Go doticon star image 10 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                Places data files into single package, extracts them, and gives API for access to package.
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                                                                                                                                                                                                          PlantsDataby plant-tw

                                                                                                                                                                                                          Go doticonstar image 3 doticonVersion:Currentdoticon
                                                                                                                                                                                                          License: Strong Copyleft (AGPL-3.0)

                                                                                                                                                                                                          training data, labeling utilities, docs webpage for mobile apps

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                                                                                                                                                                                                                    PlantsDataby plant-tw

                                                                                                                                                                                                                    Go doticon star image 3 doticonVersion:Currentdoticon License: Strong Copyleft (AGPL-3.0)

                                                                                                                                                                                                                    training data, labeling utilities, docs webpage for mobile apps
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