Skip to content
View arazig's full-sized avatar
🤠
🤠
1 follower · 4 following

Achievements

Achievement: QuickdrawAchievement: Pull Shark

Achievements

Achievement: QuickdrawAchievement: Pull Shark

Highlights

  • Pro

Block or report arazig

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
arazig/README.md

Hi there 👋 Welcome to my GitHub profile !

ensae Poly

About me

  • 😄 I’m currently working on academic and professional Data Science projects
  • 🌱 I’m currently learning Statistics and ML at M2DS @EcolePolytechnique and 3A @ENSAE PARIS. (For course details, follow the links)

LinkedIn

Some projects

Python R PostgreSQL NumPy Pandas scikit-learn PyTorch TensorFlow Docker

Here is an overline of some of the reports made on the occasion of different projects made available on my GitHub :✨

ML based "dpe" simulator of French housing:

Technologies: Python, Machine Learning libraries (scikit-learn, etc.), Pandas, GeoPandas, Streamlit. Project repository here

Demo App 01 Demo App 02 Demo App 03

Statistical learning for climate models:

Technologies: Python, Machine Learning libraries, Time-Series Analysis (statsmodels, etc.). Project repository here

Demo stat 01 Demo stat 02 Demo stat 03

Language evolution Physics applied to HSS:

Group project - Development of language evolution model from the article "Sharp transition towards shared vocabularies in multi-agent systems" .Here

Network-optimization-transport-graph

Python programming project object oriented on the optimization of a delivery network, Algo ... Here

Prediction of Co2 emissions from vehicles marketed in France in 2014:

Technologies: R, Statistical Libraries (tidyverse, ggplot2). Project repository here

Demo R

And some python tools for various tasks ...

Demo R

Pinned Loading

  1. Statistical-learning-for-climate-models Statistical-learning-for-climate-models Public

    Forked from tonylauze/Seminaire-modelisation-2A-ENSAE

    The purpose of this work is to see if learning methods, and more particularly methods using decision trees, can be more efficient than conventional linear models, for the prediction of gravity wave…

    Jupyter Notebook

  2. Language-evolution_Physics-applied-to-HSS Language-evolution_Physics-applied-to-HSS Public

    Projet de groupe - Développement modèle d'évolution du language à partir de l'article "Sharp transition towards shared vocabularies in multi-agent systems"

    Jupyter Notebook

  3. Network-optimization-transport-graph Network-optimization-transport-graph Public

    Roff

  4. ML-based-DPE-simulator-of-French-housing ML-based-DPE-simulator-of-French-housing Public

    Forked from antoine-palazz/Projet-Python-3

    This Python project was created with the aim of providing various data visualizations and setting up an Energy Performance Diagnosis (DPE) ML simulator from the ADEME (Ecological Transition Agency)…

    Jupyter Notebook

  5. Projet_R-emissions_CO2_vehicules Projet_R-emissions_CO2_vehicules Public

    university project carried out during the 3rd year of my degree. The objective is to create and apply the first prediction models studied. The work is carried out on a vehicle database to predict C…

    R

  6. Time-series-medical-intrument-analysis Time-series-medical-intrument-analysis Public

    As part of this project, we will study the monthly evolution of the manufacture of instruments and supplies for medical and dental use from January 1990 to January 2020. This series represents the …