Welcome to Peter’s website!

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My name is Peter Martigny, I am a master student in Machine Learning at Ecole polytechnique and ENSAE ParisTech, in France. This website includes works as well as thoughts on different fields related to the use of data, both theoretically and practically:

Academic projects

I will share here comments, reports and codes for academic projects

Deep Learning for NLP Study Group

Works and thoughts from our 20 people informal group, studying the course from R. Socher and C. Manning @ Stanford CS224d and CS224n.

Works from the group are available on github

Data for Good projects

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Data for Good is a community of data scientists, developers and projects managers, willing to use technology to solve social issues, in the fields of education, health, housing, refugees crisis, social links…

As an active member of the community, I will share here thoughts from experience doing data science volunteering:

Paris Summer Innovation Fellowship

The PSIF has been organized for the first time by Five by Five in the summer 2016. The goal was to gather 20 young people in order to tackle a social issue using technology, within 2 weeks and with mentoring. summerfellows.paris The project I’ve carried out with the French Cour des Comptes is explained in a medium post: Cour des comptes Project and has been covered by several national news channel: - Le Figaro - France Inter

Open Data

I plan to brainstorm on open datasets to find interesting things to do with them.

The Open Data Playgroung is available on github