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DimiFood (Reduce food waste by prediction for NGo's or Communinty people)

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by alihassanpowtoon dot icon Updated: Nov 2, 2021

Solution Kit Solution Kit  

DimiFood is our app name in which donor and receiver input data which will be feeded to our model then Model will create report which will be showing to Admins that 1) how much food is requested 2) How much do we have 3) which food requested more and which food requested less 4) Do we have enough food which is requested more We include some libraries which is going to help us creating Graphs, if some one wants to use it he/she can do it easily such as Matplotlib. Panda and Numpy can be used for analysis, if anyone is using it they can easily analysis there data. PyTorch and Scikit-learn is going to be used for model creation and training. We had create kit according to you preferences. We had include all important libraries from authentic source, these libraries has Security, license, Good Support, Reusable, Good Quality. So any one can use it without think too much about Security, license, Support Re-usability and Quality Concerns.

Enviroment

This is the environment which is going to be used while model creation and training and testing as well. VS code and Colab can be use as well

jupyterby jupyter

Python doticonstar image 14381 doticonVersion:Currentdoticon
License: Permissive (BSD-3-Clause)

Jupyter metapackage for installation, docs and chat

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            jupyterby jupyter

            Python doticon star image 14381 doticonVersion:Currentdoticon License: Permissive (BSD-3-Clause)

            Jupyter metapackage for installation, docs and chat
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                      Models (AI)

                      These Libraries are going to be used for creation of Deep learning and Machine learning models models

                      pytorchby pytorch

                      Python doticonstar image 67518 doticonVersion:v2.0.1doticon
                      License: Others (Non-SPDX)

                      Tensors and Dynamic neural networks in Python with strong GPU acceleration

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                                pytorchby pytorch

                                Python doticon star image 67518 doticonVersion:v2.0.1doticon License: Others (Non-SPDX)

                                Tensors and Dynamic neural networks in Python with strong GPU acceleration
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                                          scikit-learnby scikit-learn

                                          Python doticonstar image 54472 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 54472 doticonVersion:1.2.2doticon License: Permissive (BSD-3-Clause)

                                                    scikit-learn: machine learning in Python
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                                                              Visulization

                                                              This Library of python is going to be used for visualization and Dashboard creation

                                                              matplotlibby matplotlib

                                                              Python doticonstar image 17497 doticonVersion:v3.7.1doticon
                                                              no licences License: No License (null)

                                                              matplotlib: plotting with Python

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                                                                        matplotlibby matplotlib

                                                                        Python doticon star image 17497 doticonVersion:v3.7.1doticonno licences License: No License

                                                                        matplotlib: plotting with Python
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                                                                                  Exploratory Data Analysis

                                                                                  These two libraries of python is going to help us for Perspective analysis

                                                                                  pandasby pandas-dev

                                                                                  Python doticonstar image 38552 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 38552 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 23663 doticonVersion:v1.25.0rc1doticon
                                                                                                      License: Permissive (BSD-3-Clause)

                                                                                                      The fundamental package for scientific computing with Python.

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                                                                                                                numpyby numpy

                                                                                                                Python doticon star image 23663 doticonVersion:v1.25.0rc1doticon License: Permissive (BSD-3-Clause)

                                                                                                                The fundamental package for scientific computing with Python.
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