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student-performance-prediction

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by daniel01 dot icon Updated: Nov 1, 2021

Solution Kit Solution Kit  

This kit includes basic machine learning libraries and data visualization libraries in Python needed to do a machine learning model involving the prediction of students academic performance.

IDE

The IDE to use for writing the code.

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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                      Data Science/Machine Learning Library

                      Libraries containing machine learning algorithms used to do the prediction

                      pandasby pandas-dev

                      Python doticonstar image 37428 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 37428 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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                                                              scikit-learnby scikit-learn

                                                              Python doticonstar image 53544 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 53544 doticonVersion:1.2.2doticon License: Permissive (BSD-3-Clause)

                                                                        scikit-learn: machine learning in Python
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                                                                                  Data Visualization Library

                                                                                  Libraries that are used to visualize data from the dataset and the results of the prediction made.

                                                                                  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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                                                                                                      matplotlibby matplotlib

                                                                                                      Python doticonstar image 17088 doticonVersion:v3.7.1doticon
                                                                                                      no licences License: No License (null)

                                                                                                      matplotlib: plotting with Python

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                                                                                                                matplotlibby matplotlib

                                                                                                                Python doticon star image 17088 doticonVersion:v3.7.1doticonno licences License: No License

                                                                                                                matplotlib: plotting with Python
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                                                                                                                          Deployment Information

                                                                                                                          https://github.com/NizarMazlan/Student-Performance-Prediction