Theophile Baggio's repositories
Bear-finder
I successfully deployed a web application from Lesson2/3 of fastai book on mybinder & heroku. It allows to differentiate a bear from a teddy bear, you can find the app at: https://bear-app69.herokuapp.com/
bear_classifier
Upload an image of a bear (grizzly/black bear/teddy bear) and the model will tell you how much in danger you are
Customer_satisfaction
Learn the good practices of deploying a ml model with an open source tool (ZenML)
DL_with_pytorch
practice&project
Estimation-d-un-flux-par-deep-neural-networks
Le but de ce projet est de resoudre de maniere approchee, avec un reseau de neurones à la manière decrite dans l'article Bruno Despres and Herve Jourdren, Machine learning design of volume of fluid schemes for compressible flows. J. Comput. Phys. 408 (2020), des problemes de Cauchy d'equations de transport ou la donnee initiale est la fonction indicatrice d'un certain ouvert du domaine spatial
Made-With-ML
Set up your environment for MLOps. Understand system design and how to build ML systems that scale. Learn the foundational concepts of data and model pipelines. Practice migrating code from a notebook to Python scripts and utility files for testing, model versioning, and deployment. Learn CI/CD workflows, model monitoring, and data eng concepts
playground-S3E23
code for kaggle competition: playground-S323