Sébastien Mascha's Projects
The Standard DAO Framework, including Whitepaper
A world class development environment, testing framework and asset pipeline for blockchains using the Ethereum Virtual Machine (EVM), aiming to make life as a developer easier. Everything you need to start using smart contracts from a react app with Drizzle.
This is a repository for an object detection inference API using the Yolov3 Opencv.
Learn how to build a production ready web app with Flask and Docker.
🏕 IPFS Camp is a 3 day hacker retreat designed for the builders of the Distributed Web.
Open-source simulator for autonomous driving research.
A python framework for creating, editing, and invoking Noisy Intermediate Scale Quantum (NISQ) circuits.
Cheat Sheets
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Demo of Watson Assistant using Node.js and Typescript for the IBM France Client Center
Generative Adversarial Networks (GANs) are one of the most interesting ideas in computer science today. Two models are trained simultaneously by an adversarial process. A generator ("the artist") learns to create images that look real, while a discriminator ("the art critic") learns to tell real images apart from fakes.
Ready-to-run Docker images containing Jupyter applications
Deploy a Pre-trained TensorFlow model with the help of TensorFlow Serving with Docker, and we will also create a visual web interface using Flask web framework which will serve to get predictions from the served TensorFlow model and help end-users to consume through API calls.
A concise resource repository for machine learning
This is a repository of my coursera Machine Learning by Standford, Andrew NG course's assignments, which contains a large collection of algorithms. I implemented these algorithms during Andrew NG's courses. Furthermore, there are hands-on tricks and techniques useful in ML / DL.
ML and DL repository, which contains a large collection of algorithms in python. I implemented these algorithms during M. SUBLIME's courses.
BI Tools project: Amazon and Best Buy Electronics dataset
Docker project that we can run in development mode and in production mode, switching easily between the two.
A UC Berkeley research by Sébastien Mascha and Thomas Lecouedic advised by Professor Seema Saharan.
DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf
Guide to Orchestrating Containers. Running a Microservice based application on your computer. Building container images for each service of the Microservice application. Deploying a Microservice based application into a Kubernetes Managed Cluster.
Prometheus-Grafana with Docker-compose
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent