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Name: Marijn
Type: User
Company: ETHZ
Bio: Data scientist @ ETH Zürich. Specialised in machine learning applied to climate science and the cryosphere.
Location: Zürich
Name: Marijn
Type: User
Company: ETHZ
Bio: Data scientist @ ETH Zürich. Specialised in machine learning applied to climate science and the cryosphere.
Location: Zürich
Homeworks 1 and 2 for the Advanced Algorithms course at EPFL.
deep learning SMB-RCM emulator over Antarctica
A collection aiming to bring all the amazing work of Deep Learning for Climate Super-res together.
Mini projects for summer 2021 deep learning course of EPFL
Project on super-resolution of medical images with the LTS4 and the CHUV at the Swiss Institute of Technology Lausanne.
Project for the Autumn 2019 Applied Data Analysis course given by Robert West at the EPFL.
Project 1 of the Machine Learning course given at the EPFL Fall 2020.
Dynamical systems such as the climate are highly nonlinear, and despite the fact that the observations are high-dimensional, most of the dynamics is captured by a small number of physically meaningful patterns. In this project we will apply unsupervised dimension reduction techniques for feature extraction, and more specifically, the Nonlinear Laplacian Spectral Analysis (NLSA) [1] approach to extract features from potential vorticity at the level of the stratosphere. NLSA uses the information on the past trajectory of the data and thus allows us to extract representative temporal and spatial patterns. We will compare the results with linear techniques such as Principal Component Analysis.
Optimisation for Machine Learning project, Summer 2020 for EPFL-Optimisation in Machine Learning course
Project 2 of the Fall 2020 Machine Learning course
Robust SBB/CFF planner for EPFL- Data Science Lab Spring 2020 course
Website for the project of Applied Data Analysis 2019.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.