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Safaa Fathii's Projects

dry-beans-classification icon dry-beans-classification

Given a set of features extracted from the shape pf the beans in images. it's required to predict the type of each bean.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

nwunch icon nwunch

Implementation of Needleman-Wunsch algorithm in Python Using Nested Functions.

reinforcement_dqn_cartpole icon reinforcement_dqn_cartpole

The idea of CartPole is that there is a pole standing up on top of a cart. The goal is to balance this pole by moving the cart from side to side to keep the stick balanced upright. We consider the environment won if we balance it for 500 frames and fail once the pole is tilted more than 15 degrees from totally vertical or the cart moves more than 2.4 units from the middle position. For every frame that we go with the pole "balanced" (less than 15 degrees from vertical), our "score" gets +1, and our target is a score of 500.

simplebanksystem icon simplebanksystem

Implementation of IMT Bank System. This project consists of 2 main features 1- Admin Window. 2- Client Window

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