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elfilalihamza's Projects

agrnybird icon agrnybird

In this project I create a game similar to angry berd the player could drop an object on others , the goal is to implement some basis of pymunk with pygame .

autonomous-snake icon autonomous-snake

In this repo I implement a snake game that learns how to win 😎 (Autonomous Snake)🤖🐍 , where I'm trying to implement some RL technics and learn how to use pygame.

imagen-pytorch icon imagen-pytorch

Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch

logistic-regression-leads-scoring icon logistic-regression-leads-scoring

In this project I create with my colleage FATIMA-ZAHRAE EL-QORAYCHY a logistic regression model in R language to score the leads from 0 to 100 in order to determine the hot leads which have high conversion rate .

logo-image-generation icon logo-image-generation

In this repo I'm trying to implement what I learned so far in the field of GAN (Generative Adversarial Networks), where I try to generate a logo image just using random inputs. (I'm still improving the results).

nlp-hulmona-project- icon nlp-hulmona-project-

In this project we try to fine tune a pretrained model called hULMona created by Obeida ElJundi, Wissam Antoun, Nour El Droubi, Hazem Hajj, Wassim El-Hajj, Khaled Shaban

sarcasm-detection icon sarcasm-detection

After testing different models from Hugging face library for sarcasm detection I decide finally to use twitter Roberta model and finetune it on my dataset which gives me the highest F1-score on the positive class 1 with 53% which is one of the highest results in the competition.

shape-feature-extraction icon shape-feature-extraction

In this repo we will present different shape feature extraction techniques from two aspects practical and mathematical .

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