Michaël Romagné's starred repositories
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
tuning_playbook
A playbook for systematically maximizing the performance of deep learning models.
alpaca-lora
Instruct-tune LLaMA on consumer hardware
awesome-mlops
A curated list of references for MLOps
explainerdashboard
Quickly build Explainable AI dashboards that show the inner workings of so-called "blackbox" machine learning models.
APISecurityBestPractices
Resources to help you keep secrets (API keys, database credentials, certificates, ...) out of source code and remediate the issue in case of a leaked API key. Made available by GitGuardian.
mlrun
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
codecarbon
Track emissions from Compute and recommend ways to reduce their impact on the environment.
install-poetry
Github action for installing and configuring Poetry
model-card-toolkit
A toolkit that streamlines and automates the generation of model cards
automate-the-boring-stuff-projects
My solutions to all of the projects in Automate the Boring Stuff with Python
awesome-ai-safety
📚 A curated list of papers & technical articles on AI Quality & Safety
cfanalytics
Downloading, analyzing and visualizing CrossFit data
SportsDataAnalysis
a Hadoop Map Reduce application that retrieves data/articles related to sports from sources like NY Times, Commoncrawl, and Twitter and creates a word cloud of most frequently occurring words. Python scripts are developed for gathering data and processing on a Hadoop MR infrastructure. Angular with D3.js is used to create an interactive web app that displays the word cloud
batch11_e_cartomobile
Encourager et planifier la mobilité électrique dans les territoires avec l’Open-Data
cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
project_electric_cars_france2040
L'évolution du parc automobile français depuis 2010 prévisions sur les prochaines années. Un tour complet en trois volets: véhicules, stations de recharge, et distribution d'électricité.