deepNet-Chirag / MNIST-Digit-Classification-Machine-Learning-and-Deep_learning

MNIST Digit Classification Machine Learning and Deep Learning RNN

Detailed information are written on - https://www.kaggle.com/c/digit-recognizer/data

Library required for Machine Learning mapped solution

-numpy
-pandas
-matplotlib
-seaborn
-sklearn

Library required for Deep Learning mapped solution

-numpy
-tensorflow 2.0+

Dataset

Dataset for the same can be downloaded from the given link.
Dataset can be directly loaded from Keras. Datasets or Sklearn or
link - https://www.kaggle.com/c/digit-recognizer/data

Algorithm used in ML

-Random Forest Classifier

Algorithm used in DL

-Sequential LSTM Model

Author

Chirag Malaviya

Reference

Sentdex