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IoT energy management Kit

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by melwinrufus26 dot icon Updated: Jan 9, 2022

Solution Kit Solution Kit  

Industrial activities have been one of the primary source of Global Warming as the unregulated energy consumption in industries lead to emission of greenhouse gases in atmosphere. Though the problem may appear easy to solve, identifying right time, volume and area of savings have always been challenging in saving energy.

Data Visualization

OLAP data visualization libraries can be used to drill down, roll up or slice and dice the data from OLAP databases.

CBoardby TuiQiao

JavaScript doticonstar image 2925 doticonVersion:Currentdoticon
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 2925 doticonVersion:Currentdoticon License: Permissive (Apache-2.0)

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

                      JavaScript doticonstar image 419 doticonVersion:v2.0.2doticon
                      License: Others (Non-SPDX)

                      Explore and visualize analytical datasets

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                                cubesviewerby jjmontesl

                                JavaScript doticon star image 419 doticonVersion:v2.0.2doticon License: Others (Non-SPDX)

                                Explore and visualize analytical datasets
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                                          Python doticonstar image 31662 doticonVersion:0.38.0doticon
                                          License: Permissive (Apache-2.0)

                                          Apache Superset is a Data Visualization and Data Exploration Platform

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                                                    incubator-supersetby apache

                                                    Python doticon star image 31662 doticonVersion:0.38.0doticon License: Permissive (Apache-2.0)

                                                    Apache Superset is a Data Visualization and Data Exploration Platform
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                                                              Data analysis

                                                              The data exploration helps in doing extensive analysis of different data types and in assisting to understand the patterns. Data visualisation helps in representing the insights graphically. Libraries in this section are used for analysis and visualisation of data.

                                                              pandasby pandas-dev

                                                              Python doticonstar image 37439 doticonVersion:v2.0.0rc1doticon
                                                              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 37439 doticonVersion:v2.0.0rc1doticon 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 23036 doticonVersion:v1.24.2doticon
                                                                                  License: Permissive (BSD-3-Clause)

                                                                                  The fundamental package for scientific computing with Python.

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                                                                                            numpyby numpy

                                                                                            Python doticon star image 23036 doticonVersion:v1.24.2doticon License: Permissive (BSD-3-Clause)

                                                                                            The fundamental package for scientific computing with Python.
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                                                                                                      dablby dabl

                                                                                                      Jupyter Notebook doticonstar image 700 doticonVersion:Currentdoticon
                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                      Data Analysis Baseline Library

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                                                                                                                dablby dabl

                                                                                                                Jupyter Notebook doticon star image 700 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

                                                                                                                Data Analysis Baseline Library
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                                                                                                                          Data Labeling

                                                                                                                          Libraries in this section are used for annotating data for creating training data for machine learning.

                                                                                                                          VoTTby microsoft

                                                                                                                          TypeScript doticonstar image 4009 doticonVersion:v2.2.0doticon
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                                                                                                                          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 4009 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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                                                                                                                                              universal-data-toolby UniversalDataTool

                                                                                                                                              JavaScript doticonstar image 1763 doticonVersion:v0.14.26doticon
                                                                                                                                              License: Permissive (MIT)

                                                                                                                                              Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

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                                                                                                                                                        universal-data-toolby UniversalDataTool

                                                                                                                                                        JavaScript doticon star image 1763 doticonVersion:v0.14.26doticon License: Permissive (MIT)

                                                                                                                                                        Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
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                                                                                                                                                                  cloud-annotationsby cloud-annotations

                                                                                                                                                                  TypeScript doticonstar image 2653 doticonVersion:v1.3.2doticon
                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                  🐝 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 2653 doticonVersion:v1.3.2doticon License: Permissive (MIT)

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

                                                                                                                                                                                      Listed libraries can be used for auto machine learning. AutoML will pick the best machine learning algorithm based on the dataset.

                                                                                                                                                                                      Auto-PyTorchby automl

                                                                                                                                                                                      Python doticonstar image 1955 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 1955 doticonVersion:v0.2.1doticon License: Permissive (Apache-2.0)

                                                                                                                                                                                                Automatic architecture search and hyperparameter optimization for PyTorch
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                                                                                                                                                                                                          auto-sklearnby automl

                                                                                                                                                                                                          Python doticonstar image 6802 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 6802 doticonVersion:v0.15.0doticon License: Permissive (BSD-3-Clause)

                                                                                                                                                                                                                    Automated Machine Learning with scikit-learn
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                                                                                                                                                                                                                              Deployment Information

                                                                                                                                                                                                                              https://github.com/kandikits/automl-starter

                                                                                                                                                                                                                              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/kandikits/automl-starter 2. Install the required libraries by 'pip install -r requirements.txt' 3. Navigate to the 'automl-classification-pycaret.ipynb' and open and run each cellsPlease add specific deployment instructions for this kit e.g. Installation, Dependencies etc.