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AI Doctor Kit

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by binginagesh dot icon Updated: Nov 2, 2021

Solution Kit Solution Kit  

AI Doctor

IDE ENV AI Doctor

Libraries for Development Environment

notebookby jupyter

Jupyter Notebook doticonstar image 9901 doticonVersion:v7.0.0a18doticon
License: Permissive (BSD-3-Clause)

Jupyter Interactive Notebook

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            notebookby jupyter

            Jupyter Notebook doticon star image 9901 doticonVersion:v7.0.0a18doticon License: Permissive (BSD-3-Clause)

            Jupyter Interactive Notebook
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                      EDA

                      Libraries needed for exploratory data analysis and visualization

                      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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                                          matplotlibby matplotlib

                                          Python doticonstar image 17111 doticonVersion:v3.7.1doticon
                                          no licences License: No License (null)

                                          matplotlib: plotting with Python

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                                                    matplotlibby matplotlib

                                                    Python doticon star image 17111 doticonVersion:v3.7.1doticonno licences License: No License

                                                    matplotlib: plotting with Python
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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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                                                                                  seabornby mwaskom

                                                                                  Python doticonstar image 10513 doticonVersion:v0.12.2doticon
                                                                                  License: Permissive (BSD-3-Clause)

                                                                                  Statistical data visualization in Python

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                                                                                            seabornby mwaskom

                                                                                            Python doticon star image 10513 doticonVersion:v0.12.2doticon License: Permissive (BSD-3-Clause)

                                                                                            Statistical data visualization in Python
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                                                                                                      Modelling

                                                                                                      Libraries needed for building models

                                                                                                      scikit-learnby scikit-learn

                                                                                                      Python doticonstar image 53572 doticonVersion:1.2.2doticon
                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                      scikit-learn: machine learning in Python

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                                                                                                                scikit-learnby scikit-learn

                                                                                                                Python doticon star image 53572 doticonVersion:1.2.2doticon License: Permissive (BSD-3-Clause)

                                                                                                                scikit-learn: machine learning in Python
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                                                                                                                          imbalanced-learnby scikit-learn-contrib

                                                                                                                          Python doticonstar image 6285 doticonVersion:0.10.0doticon
                                                                                                                          License: Permissive (MIT)

                                                                                                                          A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

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                                                                                                                                    imbalanced-learnby scikit-learn-contrib

                                                                                                                                    Python doticon star image 6285 doticonVersion:0.10.0doticon License: Permissive (MIT)

                                                                                                                                    A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning
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                                                                                                                                              imbalanced-learnby wqw547243068

                                                                                                                                              Python doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                              License: Others (Non-SPDX)

                                                                                                                                              Python module to perform under sampling and over sampling with various techniques.

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                                                                                                                                                        imbalanced-learnby wqw547243068

                                                                                                                                                        Python doticon star image 0 doticonVersion:Currentdoticon License: Others (Non-SPDX)

                                                                                                                                                        Python module to perform under sampling and over sampling with various techniques.
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                                                                                                                                                                  xgboostby dmlc

                                                                                                                                                                  C++ doticonstar image 23912 doticonVersion:v1.7.4doticon
                                                                                                                                                                  License: Permissive (Apache-2.0)

                                                                                                                                                                  Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

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                                                                                                                                                                            xgboostby dmlc

                                                                                                                                                                            C++ doticon star image 23912 doticonVersion:v1.7.4doticon License: Permissive (Apache-2.0)

                                                                                                                                                                            Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
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                                                                                                                                                                                      Group Name 4

                                                                                                                                                                                      Kit Solution Source

                                                                                                                                                                                      Jupyter Notebook doticonstar image 0 doticonVersion:Currentdoticon
                                                                                                                                                                                      no licences License: No License (null)

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                                                                                                                                                                                                buildwithai-hackathonby nagi1995

                                                                                                                                                                                                Jupyter Notebook doticon star image 0 doticonVersion:Currentdoticonno licences License: No License

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                                                                                                                                                                                                          Deployment Information

                                                                                                                                                                                                          Please add your kit solution or prototype source repository in this section.

                                                                                                                                                                                                          The simplest installation procedure would be to use anaconda (Can be downloaded from https://www.anaconda.com/). Create an virtual environment using conda create --name activate clone the GitHub repository git clone https://github.com/nagi1995/buildwithai-hackathon.git cd buildwithai-hackathon Use the below command to download necessary libraries for running the code pip install -r requirements.txt

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