/MNIST-with-Multiple-Algorithms

Machine Learning drizzle! Different algorithms for classification, using MNIST database of handwritten digits for example.

MIT LicenseMIT

MNIST-with-Multiple-Algorithms

Machine Learning drizzle! Different algorithms for classification, using MNIST database of handwritten digits for example.

Environment

  • Python3.7

Project1 MLP

  • Requirements
    numpy==1.18.1
    opencv_python==4.2.0.32
    matplotlib==2.2.3
    Keras==2.3.1

Project2 SVM

  • Requirements
    numpy==1.18.1
    opencv_python==4.2.0.32
    Keras==2.3.1
    scikit_learn==0.22.2.post1

Project3 BayesClassifier

  • Requirements
    opencv_python==4.2.0.32
    numpy==1.18.1
    Keras==2.3.1
    scikit_learn==0.22.2.post1

Project4 KNN

  • Requirements
    Keras==2.3.1
    numpy==1.18.1
    opencv_python==4.2.0.32
    matplotlib==2.2.3
    scikit_learn==0.22.2.post1