Yassine Alouini's repositories
kaggle-tools
Some tools that I often find myself using in Kaggle challenges.
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.
first-steps-data-science
A workshop to get started in data science with Python
elo_merchant_category_recommendation
Code for the Elo Merchant Category Recommendation Kaggle challenge
data-science-bowl-2018
Where I create a CV model for the DSB2018 challenge.
rfcx-species-audio-detection-streamlit
The Streamlit app for the RCFX Kaggle challenge
albumentations.ai
Static site generator for albumentations.ai
algorithms
Where I solve some algorithm questions.
custom_template
A not-so-minimal template that only uses vanilla LaTeX commands and environments
data-science-process-management
Resources for Data Science Process management
evidently
Evaluate and monitor ML models from validation to production. Join our Discord: https://discord.com/invite/xZjKRaNp8b
gis-with-python
This is the accompanying repository of the "Let's do some GIS with Python!" talk.
hubmap_segmentation_app
A Streamlit Web App for Hubmap Kidney Segmentation.
image-recognition-as-a-service
Image Recognition As a Service using Keras and Flask
intro_to_airflow
The accompanying repo for the Airflow introduction presentation
kedro-plugins
First-party plugins maintained by the Kedro team.
Neural_Differential_Equations
This is the code for "Neural DIfferential Equations" By Siraj Raval on Youtube
nfl-impact-streamlit
An NFL impact streamlit app
nyc-taxi-data
Import public NYC taxi and for-hire vehicle (Uber, Lyft, etc.) trip data into PostgreSQL database
practical-software-data-science-app
The accompanying project
pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
rsna-breast-cancer-detection
The RSNA Breast Cancer Detection Kaggle Challenge
TPU-Exploration
Where I explore how TPUs work and how to use them.
vision-1
Datasets, Transforms and Models specific to Computer Vision
yassineAlouini.github.io
Dsotb blog using Jekyll-now framework