ismaelmousa Goto Github PK
Name: Ismael
Type: User
Bio: Artificial Intelligence Student @ NNU
Location: Palestine
Blog: IsmaelMousa.github.io
Name: Ismael
Type: User
Bio: Artificial Intelligence Student @ NNU
Location: Palestine
Blog: IsmaelMousa.github.io
Building and training a neural network with PyTorch to accurately predict the onset of diabetes from clinical measurements
Develop and test a feedforward neural network for handwritten digit recognition using PyTorch and the MNIST benchmark dataset
End to end machine learning pipeline for house price prediction, including exploratory data analysis, data preprocessing, models training & evaluating
A little bit about Ismael
Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.
Building and controlling a $250 low cost Robot arm
Implementation of the MDP algorithm for optimal decision-making, focusing on value iteration and policy determination.
A natural language interface for computers
Optimal path finding with A* Algorithm: Navigating grid maps efficiently
Practice using Hugging Face Transformers models
Practice data structure concepts & OOP using c++
Practice using and preparing datasets for training from Hugging Face
Practice fine-tuning a Pretrained Transformers model from Hugging Face using various approaches and techniques from the abstraction to details
Practice addressing probabilistic issues using OOP approach
Practice using PyTorch include data preprocessing, linear algebra, optimization, neural networks, CNNs, and more to cover ML and DL basics
Simulator of a point of sale for clothes using React
Practice applying inferential statistics using Python
Turns data and AI algorithms into production-ready web applications in no time
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
Simulator for a todo task list application featuring an AI assistant using FastAPI, It showcases a practical integration of task management with AI
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
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.