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followers: 27.0 following: 30.0 repos: 21.0 gists: 0.0

Name: Ismael

Type: User

Bio: Artificial Intelligence Student @ NNU

Location: Palestine

Blog: IsmaelMousa.github.io

Ismael's Projects

diabetes-classification

Building and training a neural network with PyTorch to accurately predict the onset of diabetes from clinical measurements

digit-recognizer

Develop and test a feedforward neural network for handwritten digit recognition using PyTorch and the MNIST benchmark dataset

house-price-prediction

End to end machine learning pipeline for house price prediction, including exploratory data analysis, data preprocessing, models training & evaluating

ismaelmousa.github.io

A little bit about Ismael

litgpt

Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.

low-cost-robot

Building and controlling a $250 low cost Robot arm

mdp-value-iteration

Implementation of the MDP algorithm for optimal decision-making, focusing on value iteration and policy determination.

open-interpreter

A natural language interface for computers

optimal-path-finding

Optimal path finding with A* Algorithm: Navigating grid maps efficiently

playing-behind-pipeline

Practice using Hugging Face Transformers models

playing-with-data-structure

Practice data structure concepts & OOP using c++

playing-with-datasets

Practice using and preparing datasets for training from Hugging Face

playing-with-finetuning

Practice fine-tuning a Pretrained Transformers model from Hugging Face using various approaches and techniques from the abstraction to details

playing-with-probability

Practice addressing probabilistic issues using OOP approach

playing-with-torch

Practice using PyTorch include data preprocessing, linear algebra, optimization, neural networks, CNNs, and more to cover ML and DL basics

pos-sales-stock

Simulator of a point of sale for clothes using React

predict-trip-duration

Practice applying inferential statistics using Python

taipy

Turns data and AI algorithms into production-ready web applications in no time

transformer-pytorch-scratch

Implement the "Attention Is All You Need" paper from scratch using PyTorch, focusing on building a sequence-to-sequence transformer architecture for translating text from English to Italian

ttl

Simulator for a todo task list application featuring an AI assistant using FastAPI, It showcases a practical integration of task management with AI

wdfap

Tool that enables you to fetch, clean, prepare, label, and upload articles from web sources in various formats such as csv, json, xlsx, and parquet

ismaelmousa Goto Github PK

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