Lamyaa Zayed's repositories
Numerical-Optimization-for-Machine-Learning
implementation for different optimizations protocols: Batch Gradient Descent, Mini-Batch Gradient Descent, Stochastic Gradient Descent, Momentum Gradient Descent, NAG Algorithm, Adagrad Algorithm, RMS-Prop Algorithm, Adam Algorithm.
Plotly-Dashboard-Visualization-Project
Creating Dashboard visualization project for Students' Performance Levels.
Rating-Competitors-Using-Infer.NET
I show you how to get started with the Infer.NET library by computing ratings for a set of competitors using head-to-head results. A good way to get an idea of probabilistic programming. This demo sets up six competitors (think sports teams): Angels, Bruins, Comets, Demons, Eagles and Flyers.
Airbnb_KaggleCompetition
Target is to predict which country a new user's first booking destination will be. Dataset Link on Kaggle: https://www.kaggle.com/c/airbnb-recruiting-new-user-bookings/data
Algorithms
Workshop Algorithms
ArabicDialectsClassification
Create Flask App to detect and multi-class classify the Arabic dialects.
Bayesian-Inference-and-Modeling-using-Factor-Graphs
Develop Bayesian inference and modeling using Factor Graphs for Probabilistic machine learning user interface to facilitate building new graph models for front end developers designed with WPF by C# and Infra.net languages using Microsoft Visual Studio.
e2e_ds_project
Tutorial repo for an end-to-end Data Science project
hands-on-reinforcement-learning
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
HyperparameterTuning-Script-using-Kerastuner-and-Tensorboard
Hyperparameter Tuning Script using Keras_tuner and Tensorboard
Introduction-to-Computer-Vision
Introduction to Computer Vision (Udacity Course)
Kaggle-competition-Arabic-Hand-Letters-Predictions
You're given images of handwritten Arabic characters and you're required to recognize the character.
Kaggle-Competition-Dry-Beans-Classification
Evaluation ITI - AI Pro Timeline It's simple. You are given a set of features extracted from the shape of the beans in images and it's required to predict the type of each bean. There are 7 bean types in this dataset.
Kaggle-Competition_Seoul-Bike-Rental-Prediction
You are provided hourly rental data along with weather data. For this competition, the training set is comprised of the first 20 days of each month, while the test set is the 21th to the end of the month. You must predict the total count of bikes rented during each hour covered by the test set, using only information available prior to the rental period.
MVVM-CS-WPF-UI-Proj
Creating UI by WPF designed by MVVM to add first and last names of customers then hit submit buttons to appears his full name and its added date but it should insert both names else the submit button will get deactivated.
MVVM-WPF-CS-Demo
Creating UI by WPF App designed by MVVM architecture with two user controls, when clicking on customer name or its id then immediately his attached order information appears.
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
official_joke_api
Official Joke API!
Recommender-systems-Algorithms
Recommender Systems Project contains content based, user based, item based, collaborative filtering and many similarity matrices.
Reinforcement-Learning-with-Tensorflow-Keras
Reinforcement Learning implementation with Tensor flow Keras
RX-with-WPF
making timer with RX.
WPF-CS-Drag-and-Drop_Rx
Creating a Drag and Drop demo by WPF C# program on Visual Studio 2019, making shapes which drags and couldn't drop in any position except one big rectangle.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
opencv-course
Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.
Problem-Solving-Training
Problem Solving Training for computer science students.
semantic-segmentation
semantic segmentation project on kitti data set as part of ITI AI-Pro internship graduation project
Udacity-Introduction-to-Computer-Vision
Udacity Introduction to Computer Vision codes