yassineAlouini
A data scientist that enjoys learning and experimenting with new tools. Focusing on computer vision applications for now.
Pinned Repositories
airbus_ship_detection
The Airbus ship detection Kaggle challenge personal attempt
arabic-gpt-j-6b
Fine-tuning the GPT-J-6B model on some Arabic datasets using Jax and its ecosystem.
data-science-bowl-2018
Where I create a CV model for the DSB2018 challenge.
first-steps-data-science
A workshop to get started in data science with Python
hyperparameters-optimization
The accompanying repo for the hyperparameters optimization bdx meetup talk, blog post and webinar
kaggle-tools
Some tools that I often find myself using in Kaggle challenges.
ml-experiments
This is where some of my machine learning experiments live (from the simple metrics to the more complexe neural networks)
rfcx-species-audio-detection-streamlit
The Streamlit app for the RCFX Kaggle challenge
yassineAlouini's Repositories
yassineAlouini/kaggle-tools
Some tools that I often find myself using in Kaggle challenges.
yassineAlouini/airbus_ship_detection
The Airbus ship detection Kaggle challenge personal attempt
yassineAlouini/arabic-gpt-j-6b
Fine-tuning the GPT-J-6B model on some Arabic datasets using Jax and its ecosystem.
yassineAlouini/albumentations_examples
Augmentations usage examples for albumentations library
yassineAlouini/elo_merchant_category_recommendation
Code for the Elo Merchant Category Recommendation Kaggle challenge
yassineAlouini/melo
A Multiplayer ELO Tracking System
yassineAlouini/rfcx-species-audio-detection-streamlit
The Streamlit app for the RCFX Kaggle challenge
yassineAlouini/adopt
Official Implementation of "ADOPT: Modified Adam Can Converge with Any β2 with the Optimal Rate"
yassineAlouini/albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
yassineAlouini/albumentations.ai
Static site generator for albumentations.ai
yassineAlouini/auto_translator
An automatic SRT translator and discord bot
yassineAlouini/BirdCLEF_2024
Codebase for BirdClef 2023 solution
yassineAlouini/custom_template
A not-so-minimal template that only uses vanilla LaTeX commands and environments
yassineAlouini/cv_inisights
Some Computer Vision Tips and Insights.
yassineAlouini/data-science-process-management
Resources for Data Science Process management
yassineAlouini/evidently
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
yassineAlouini/hubmap_segmentation_app
A Streamlit Web App for Hubmap Kidney Segmentation.
yassineAlouini/inferno
🔥🔥🔥 Set the world of 3D faces on fire with INFERNO 🔥🔥🔥
yassineAlouini/kedro
A Python framework for creating reproducible, maintainable and modular data science code.
yassineAlouini/kedro-plugins
First-party plugins maintained by the Kedro team.
yassineAlouini/mlflow
Open source platform for the machine learning lifecycle
yassineAlouini/Neural_Differential_Equations
This is the code for "Neural DIfferential Equations" By Siraj Raval on Youtube
yassineAlouini/nfl-impact-streamlit
An NFL impact streamlit app
yassineAlouini/nyc-taxi-data
Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database
yassineAlouini/practical-software-data-science-app
The accompanying project
yassineAlouini/pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
yassineAlouini/rsna-breast-cancer-detection
The RSNA Breast Cancer Detection Kaggle Challenge
yassineAlouini/TPU-Exploration
Where I explore how TPUs work and how to use them.
yassineAlouini/vision-1
Datasets, Transforms and Models specific to Computer Vision
yassineAlouini/yassineAlouini.github.io
Dsotb blog using Jekyll-now framework