technology logo
technology logo

Sustainability hackathon kit

share link

by Aryan dot icon Updated: Jan 9, 2022

Solution Kit Solution Kit  

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

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

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

Support
    Quality
      Security
        License
          Reuse

            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.
            Support
              Quality
                Security
                  License
                    Reuse

                      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.

                      Support
                        Quality
                          Security
                            License
                              Reuse

                                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.
                                Support
                                  Quality
                                    Security
                                      License
                                        Reuse

                                          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

                                          Support
                                            Quality
                                              Security
                                                License
                                                  Reuse

                                                    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
                                                    Support
                                                      Quality
                                                        Security
                                                          License
                                                            Reuse

                                                              numpyby numpy

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

                                                              The fundamental package for scientific computing with Python.

                                                              Support
                                                                Quality
                                                                  Security
                                                                    License
                                                                      Reuse

                                                                        numpyby numpy

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

                                                                        The fundamental package for scientific computing with Python.
                                                                        Support
                                                                          Quality
                                                                            Security
                                                                              License
                                                                                Reuse

                                                                                  seabornby mwaskom

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

                                                                                  Statistical data visualization in Python

                                                                                  Support
                                                                                    Quality
                                                                                      Security
                                                                                        License
                                                                                          Reuse

                                                                                            seabornby mwaskom

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

                                                                                            Statistical data visualization in Python
                                                                                            Support
                                                                                              Quality
                                                                                                Security
                                                                                                  License
                                                                                                    Reuse

                                                                                                      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

                                                                                                      Support
                                                                                                        Quality
                                                                                                          Security
                                                                                                            License
                                                                                                              Reuse

                                                                                                                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
                                                                                                                Support
                                                                                                                  Quality
                                                                                                                    Security
                                                                                                                      License
                                                                                                                        Reuse

                                                                                                                          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.

                                                                                                                          Support
                                                                                                                            Quality
                                                                                                                              Security
                                                                                                                                License
                                                                                                                                  Reuse

                                                                                                                                    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.
                                                                                                                                    Support
                                                                                                                                      Quality
                                                                                                                                        Security
                                                                                                                                          License
                                                                                                                                            Reuse

                                                                                                                                              cloud-annotationsby cloud-annotations

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

                                                                                                                                              🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.

                                                                                                                                              Support
                                                                                                                                                Quality
                                                                                                                                                  Security
                                                                                                                                                    License
                                                                                                                                                      Reuse

                                                                                                                                                        cloud-annotationsby cloud-annotations

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

                                                                                                                                                        🐝 A fast, easy and collaborative open source image annotation tool for teams and individuals.
                                                                                                                                                        Support
                                                                                                                                                          Quality
                                                                                                                                                            Security
                                                                                                                                                              License
                                                                                                                                                                Reuse

                                                                                                                                                                  labelboxby Labelbox

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

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

                                                                                                                                                                  Support
                                                                                                                                                                    Quality
                                                                                                                                                                      Security
                                                                                                                                                                        License
                                                                                                                                                                          Reuse

                                                                                                                                                                            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.
                                                                                                                                                                            Support
                                                                                                                                                                              Quality
                                                                                                                                                                                Security
                                                                                                                                                                                  License
                                                                                                                                                                                    Reuse

                                                                                                                                                                                      Auto ML

                                                                                                                                                                                      ml-annotateby planbrothers

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

                                                                                                                                                                                      Use ML-Annotate to label data for machine learning purposes

                                                                                                                                                                                      Support
                                                                                                                                                                                        Quality
                                                                                                                                                                                          Security
                                                                                                                                                                                            License
                                                                                                                                                                                              Reuse

                                                                                                                                                                                                ml-annotateby planbrothers

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

                                                                                                                                                                                                Use ML-Annotate to label data for machine learning purposes
                                                                                                                                                                                                Support
                                                                                                                                                                                                  Quality
                                                                                                                                                                                                    Security
                                                                                                                                                                                                      License
                                                                                                                                                                                                        Reuse

                                                                                                                                                                                                          auto-sklearnby automl

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

                                                                                                                                                                                                          Automated Machine Learning with scikit-learn

                                                                                                                                                                                                          Support
                                                                                                                                                                                                            Quality
                                                                                                                                                                                                              Security
                                                                                                                                                                                                                License
                                                                                                                                                                                                                  Reuse

                                                                                                                                                                                                                    auto-sklearnby automl

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

                                                                                                                                                                                                                    Automated Machine Learning with scikit-learn
                                                                                                                                                                                                                    Support
                                                                                                                                                                                                                      Quality
                                                                                                                                                                                                                        Security
                                                                                                                                                                                                                          License
                                                                                                                                                                                                                            Reuse

                                                                                                                                                                                                                              Auto-PyTorchby automl

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

                                                                                                                                                                                                                              Automatic architecture search and hyperparameter optimization for PyTorch

                                                                                                                                                                                                                              Support
                                                                                                                                                                                                                                Quality
                                                                                                                                                                                                                                  Security
                                                                                                                                                                                                                                    License
                                                                                                                                                                                                                                      Reuse

                                                                                                                                                                                                                                        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
                                                                                                                                                                                                                                        Support
                                                                                                                                                                                                                                          Quality
                                                                                                                                                                                                                                            Security
                                                                                                                                                                                                                                              License
                                                                                                                                                                                                                                                Reuse

                                                                                                                                                                                                                                                  pycaretby pycaret

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

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

                                                                                                                                                                                                                                                  Support
                                                                                                                                                                                                                                                    Quality
                                                                                                                                                                                                                                                      Security
                                                                                                                                                                                                                                                        License
                                                                                                                                                                                                                                                          Reuse

                                                                                                                                                                                                                                                            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
                                                                                                                                                                                                                                                            Support
                                                                                                                                                                                                                                                              Quality
                                                                                                                                                                                                                                                                Security
                                                                                                                                                                                                                                                                  License
                                                                                                                                                                                                                                                                    Reuse

                                                                                                                                                                                                                                                                      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

                                                                                                                                                                                                                                                                      Support
                                                                                                                                                                                                                                                                        Quality
                                                                                                                                                                                                                                                                          Security
                                                                                                                                                                                                                                                                            License
                                                                                                                                                                                                                                                                              Reuse

                                                                                                                                                                                                                                                                                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
                                                                                                                                                                                                                                                                                Support
                                                                                                                                                                                                                                                                                  Quality
                                                                                                                                                                                                                                                                                    Security
                                                                                                                                                                                                                                                                                      License
                                                                                                                                                                                                                                                                                        Reuse

                                                                                                                                                                                                                                                                                          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

                                                                                                                                                                                                                                                                                          Support
                                                                                                                                                                                                                                                                                            Quality
                                                                                                                                                                                                                                                                                              Security
                                                                                                                                                                                                                                                                                                License
                                                                                                                                                                                                                                                                                                  Reuse

                                                                                                                                                                                                                                                                                                    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
                                                                                                                                                                                                                                                                                                    Support
                                                                                                                                                                                                                                                                                                      Quality
                                                                                                                                                                                                                                                                                                        Security
                                                                                                                                                                                                                                                                                                          License
                                                                                                                                                                                                                                                                                                            Reuse

                                                                                                                                                                                                                                                                                                              EarthHacksby byahya

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

                                                                                                                                                                                                                                                                                                              site for sustainability hackathon

                                                                                                                                                                                                                                                                                                              Support
                                                                                                                                                                                                                                                                                                                Quality
                                                                                                                                                                                                                                                                                                                  Security
                                                                                                                                                                                                                                                                                                                    License
                                                                                                                                                                                                                                                                                                                      Reuse

                                                                                                                                                                                                                                                                                                                        EarthHacksby byahya

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

                                                                                                                                                                                                                                                                                                                        site for sustainability hackathon
                                                                                                                                                                                                                                                                                                                        Support
                                                                                                                                                                                                                                                                                                                          Quality
                                                                                                                                                                                                                                                                                                                            Security
                                                                                                                                                                                                                                                                                                                              License
                                                                                                                                                                                                                                                                                                                                Reuse

                                                                                                                                                                                                                                                                                                                                  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