Youssra Abouelmawahib's starred repositories
bioacoustic-monitoring
This tutorial presents an "agile modeling" approach that enables users to build custom classifier systems efficiently for species of interest using transfer learning, audio search, and human-in-the-loop active learning.
Deciphering-Long-Term-CO2-Trends-A-Time-Series-Analysis-of-Mauna-Loa-Data
Using sophisticated time series analysis techniques on Mauna Loa Observatory data, we unveil insightful patterns and trends crucial for understanding climate change dynamics. This project showcases our commitment to rigorous scientific inquiry, essential for advancing environmental research and informing policy decisions.
spreadsheet-is-all-you-need
A nanoGPT pipeline packed in a spreadsheet
Genomics-and-High-Dimensional-Data
In this project, we will analyze a single-cell RNA-seq dataset, with the goal of unveiling hierarchical structure and discovering important genes. The datasets provided are all different subsets of a larger single-cell RNA-seq dataset, compiled by the Allen Institute.
watermelon-profile
Give your Profile Picture a PALESTINIAN theme - FREE 🍉!
BayesianOptimization
A Python implementation of global optimization with gaussian processes.
CrossViVit
This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context"
Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Automatic-Review-Analyzer
The goal of this project is to design a classifier to use for sentiment analysis of product reviews. Our training set consists of reviews written by Amazon customers for various food products. The reviews, originally given on a 5 point scale, have been adjusted to a +1 or -1 scale, representing a positive or negative review, respectively.
Digit-Recognition
The MNIST dataset comprises 60,000 training and 10,000 testing handwritten digits, aiding various image processing systems. Each image, sized 28x28 pixels, was collected from Census Bureau employees and high school students, offering a rich resource for testing diverse methods.
Collaborative-Filtering-via-Gaussian-Mixtures
This project aims to build a mixture model for collaborative filtering using Gaussian mixtures. The dataset used consists of movie ratings provided by users, extracted from a subset of the Netflix database. Since users have rated only a small fraction of the movies, the dataset is partially filled. The objective is to predict the missing entries .
awesome-generative-ai
A curated list of modern Generative Artificial Intelligence projects and services
aya-cohere-doctranslator
Cohere's Aya LLM for context-driven translation of English documents in Hindi. 🏆 - Runner Up, Aya Weekend Challenge Demo - https://lablab.ai/event/aya-weekend-challenge/trescomas/sahayak-ai
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
ABigSurvey
A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
awesome-ml4co
Awesome machine learning for combinatorial optimization papers.
github-profile-readme-generator
🚀 Generate GitHub profile README easily with the latest add-ons like visitors count, GitHub stats, etc using minimal UI.
project_3D_developer_portfolio
The most impressive websites in the world use 3D graphics and animations to bring their content to life. Learn how to build your own ThreeJS 3D Developer Portfolio today!