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Sustainability hackathon kit

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by Aryan dot icon Updated: Jan 9, 2022

Solution Kit Solution Kit ย 

We Aryan and Tejas of team VIT/OW/14 have built this kit that helps beginners and citizen data scientists to build machine learning models we hope u like it

OLAP data visualization

CBoardby TuiQiao

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License: Permissive (Apache-2.0)

An easy to use, self-service open BI reporting and BI dashboard platform.

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            CBoardby TuiQiao

            JavaScript doticon star image 2948 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

            An easy to use, self-service open BI reporting and BI dashboard platform.
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                      grafanaby grafana

                      TypeScript doticonstar image 55708 doticonVersion:v10.0.0-previewdoticon
                      License: Strong Copyleft (AGPL-3.0)

                      The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

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                                grafanaby grafana

                                TypeScript doticon star image 55708 doticonVersion:v10.0.0-previewdoticon License: Strong Copyleft (AGPL-3.0)

                                The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.
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                                          Data Analysis

                                          pandasby pandas-dev

                                          Python doticonstar image 38607 doticonVersion:v2.0.2doticon
                                          License: Permissive (BSD-3-Clause)

                                          Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

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                                                    pandasby pandas-dev

                                                    Python doticon star image 38607 doticonVersion:v2.0.2doticon License: Permissive (BSD-3-Clause)

                                                    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
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                                                              numpyby numpy

                                                              Python doticonstar image 23692 doticonVersion:v1.25.0rc1doticon
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                                                              The fundamental package for scientific computing with Python.

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                                                                        numpyby numpy

                                                                        Python doticon star image 23692 doticonVersion:v1.25.0rc1doticon License: Permissive (BSD-3-Clause)

                                                                        The fundamental package for scientific computing with Python.
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                                                                                  seabornby mwaskom

                                                                                  Python doticonstar image 10737 doticonVersion:v0.12.2doticon
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                                                                                  Statistical data visualization in Python

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                                                                                            seabornby mwaskom

                                                                                            Python doticon star image 10737 doticonVersion:v0.12.2doticon License: Permissive (BSD-3-Clause)

                                                                                            Statistical data visualization in Python
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                                                                                                      Data Labelling

                                                                                                      label-studioby heartexlabs

                                                                                                      Python doticonstar image 13259 doticonVersion:1.8.0doticon
                                                                                                      License: Permissive (Apache-2.0)

                                                                                                      Label Studio is a multi-type data labeling and annotation tool with standardized output format

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                                                                                                                label-studioby heartexlabs

                                                                                                                Python doticon star image 13259 doticonVersion:1.8.0doticon License: Permissive (Apache-2.0)

                                                                                                                Label Studio is a multi-type data labeling and annotation tool with standardized output format
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                                                                                                                          VoTTby microsoft

                                                                                                                          TypeScript doticonstar image 4041 doticonVersion:v2.2.0doticon
                                                                                                                          License: Permissive (MIT)

                                                                                                                          Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

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                                                                                                                                    VoTTby microsoft

                                                                                                                                    TypeScript doticon star image 4041 doticonVersion:v2.2.0doticon License: Permissive (MIT)

                                                                                                                                    Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
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                                                                                                                                              cloud-annotationsby cloud-annotations

                                                                                                                                              TypeScript doticonstar image 2657 doticonVersion:v1.3.2doticon
                                                                                                                                              License: Permissive (MIT)

                                                                                                                                              ๐Ÿ A fast, easy and collaborative open source image annotation tool for teams and individuals.

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                                                                                                                                                        cloud-annotationsby cloud-annotations

                                                                                                                                                        TypeScript doticon star image 2657 doticonVersion:v1.3.2doticon License: Permissive (MIT)

                                                                                                                                                        ๐Ÿ A fast, easy and collaborative open source image annotation tool for teams and individuals.
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                                                                                                                                                                  labelboxby Labelbox

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                                                                                                                                                                  Labelbox is the fastest way to annotate data to build and ship computer vision applications.

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                                                                                                                                                                            labelboxby Labelbox

                                                                                                                                                                            JavaScript doticon star image 1718 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

                                                                                                                                                                            Labelbox is the fastest way to annotate data to build and ship computer vision applications.
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                                                                                                                                                                                      Auto ML

                                                                                                                                                                                      ml-annotateby planbrothers

                                                                                                                                                                                      Python doticonstar image 79 doticonVersion:Currentdoticon
                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                      Use ML-Annotate to label data for machine learning purposes

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                                                                                                                                                                                                ml-annotateby planbrothers

                                                                                                                                                                                                Python doticon star image 79 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                Use ML-Annotate to label data for machine learning purposes
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                                                                                                                                                                                                          auto-sklearnby automl

                                                                                                                                                                                                          Python doticonstar image 6984 doticonVersion:v0.15.0doticon
                                                                                                                                                                                                          License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                          Automated Machine Learning with scikit-learn

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                                                                                                                                                                                                                    auto-sklearnby automl

                                                                                                                                                                                                                    Python doticon star image 6984 doticonVersion:v0.15.0doticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                    Automated Machine Learning with scikit-learn
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                                                                                                                                                                                                                              Auto-PyTorchby automl

                                                                                                                                                                                                                              Python doticonstar image 2025 doticonVersion:v0.2.1doticon
                                                                                                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                                                                                                              Automatic architecture search and hyperparameter optimization for PyTorch

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                                                                                                                                                                                                                                        Auto-PyTorchby automl

                                                                                                                                                                                                                                        Python doticon star image 2025 doticonVersion:v0.2.1doticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                        Automatic architecture search and hyperparameter optimization for PyTorch
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                                                                                                                                                                                                                                                  pycaretby pycaret

                                                                                                                                                                                                                                                  Jupyter Notebook doticonstar image 7365 doticonVersion:3.0.2doticon
                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                  An open-source, low-code machine learning library in Python

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                                                                                                                                                                                                                                                            pycaretby pycaret

                                                                                                                                                                                                                                                            Jupyter Notebook doticon star image 7365 doticonVersion:3.0.2doticon License: Permissive (MIT)

                                                                                                                                                                                                                                                            An open-source, low-code machine learning library in Python
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                                                                                                                                                                                                                                                                      Kit Solution Source

                                                                                                                                                                                                                                                                      automl-starterby kandikits

                                                                                                                                                                                                                                                                      Jupyter Notebook doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                      License: Permissive (MIT)

                                                                                                                                                                                                                                                                      This repo helps beginners and citizen data scientists to build machine learning models

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                                                                                                                                                                                                                                                                                automl-starterby kandikits

                                                                                                                                                                                                                                                                                Jupyter Notebook doticon star image 0 doticonVersion:Currentdoticon License: Permissive (MIT)

                                                                                                                                                                                                                                                                                This repo helps beginners and citizen data scientists to build machine learning models
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                                                                                                                                                                                                                                                                                          echartsby apache

                                                                                                                                                                                                                                                                                          TypeScript doticonstar image 55426 doticonVersion:5.4.2doticon
                                                                                                                                                                                                                                                                                          License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                          Apache ECharts is a powerful, interactive charting and data visualization library for browser

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                                                                                                                                                                                                                                                                                                    echartsby apache

                                                                                                                                                                                                                                                                                                    TypeScript doticon star image 55426 doticonVersion:5.4.2doticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                    Apache ECharts is a powerful, interactive charting and data visualization library for browser
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                                                                                                                                                                                                                                                                                                              EarthHacksby byahya

                                                                                                                                                                                                                                                                                                              JavaScript doticonstar image 1 doticonVersion:Currentdoticon
                                                                                                                                                                                                                                                                                                              no licences License: No License (null)

                                                                                                                                                                                                                                                                                                              site for sustainability hackathon

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                                                                                                                                                                                                                                                                                                                        EarthHacksby byahya

                                                                                                                                                                                                                                                                                                                        JavaScript doticon star image 1 doticonVersion:Currentdoticonno licences License: No License

                                                                                                                                                                                                                                                                                                                        site for sustainability hackathon
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                                                                                                                                                                                                                                                                                                                                  Deployment Information

                                                                                                                                                                                                                                                                                                                                  This sections has the instructions to install the kit. For the Auto ML kit source, the deployment instructions are: 1. Clone the automl-starter from the source:https://github.com/Aryanodugoudar/sustainibility-hackathon 2. Install the required libraries by 'pip install -r requirements.txt' 3. Navigate to the 'automl-classification-pycaret.ipynb' and open and run each cells