DimiFood (Reduce food waste by prediction for NGo's or Communinty people)
by alihassanpowtoon Updated: Nov 2, 2021
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
Jupyter metapackage for installation, docs and chat
jupyterby jupyter
Python
14381
Version:Current
License: Permissive (BSD-3-Clause)
Models (AI)
These Libraries are going to be used for creation of Deep learning and Machine learning models models
pytorchby pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorchby pytorch
Python
67518
Version:v2.0.1
License: Others (Non-SPDX)
scikit-learnby scikit-learn
scikit-learn: machine learning in Python
scikit-learnby scikit-learn
Python
54472
Version:1.2.2
License: Permissive (BSD-3-Clause)
Visulization
This Library of python is going to be used for visualization and Dashboard creation
matplotlibby matplotlib
matplotlib: plotting with Python
matplotlibby matplotlib
Python
17497
Version:v3.7.1
License: No License
Exploratory Data Analysis
These two libraries of python is going to help us for Perspective analysis
pandasby pandas-dev
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
pandasby pandas-dev
Python
38552
Version:v2.0.2
License: Permissive (BSD-3-Clause)
numpyby numpy
The fundamental package for scientific computing with Python.
numpyby numpy
Python
23663
Version:v1.25.0rc1
License: Permissive (BSD-3-Clause)