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analyse_sncf_trains_data

Notebook of train delays analysis for SNCF.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bandit_algorithms_implementation

Implementation of Bandit Algorithms with different strategies. Included some literature from Telecom ParisTech's courses (in French).

deep_learning_hackathon

Hackathon solution for morpho's challenge on classifying face images for people's gender (male/female/not recognised).

exoplanetsclassification

Practical work for Telecom ParisTech's Big Data program. Classification of Exo Planets using Spark/Logistic Regression and Lasso Penalisation.

graph_mining

Set of graph mining tools using Networkx, and some literature (courses) from Telecom ParisTech on the subject (written in french).

kaggleprojects

Some Kaggle Kernels.

learndjango

learnscala

My solutions of the coursera Mooc : Fundamentals of Scala programming.

mckinsey_data_hackathon

My solution for the Analytics Vidhya data hackathon of Mckinsey Challenge on the 18/11/2017.

ml_predict_train_delays

Jupyter Notebook of Regression models to predict train delays

my-portfolio

Code for my resume/portfolio website.

otml_ds3_2018

Practical sessions for the Optimal Transport and Machine learning course at DS3 2018

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

python_scripts_data_crawling

My repository for data crawling / API Scripts and Dataviz Projects

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

reco-gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

reinforcement-learning-notebooks

A collection of Reinforcement Learning algorithms from Sutton and Barto's book and other research papers implemented in Python.

shavadoop

Implementation of Hadoop "WordCount" MapReduce with Java.

sncf_project_website

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

streamlit_hotjar

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

teads_challenge

My work on the teads challenge.

transilien-api-scraper

Script made to scrap data from SNCF's Transilien API, and save it in a MongoDB.

transilien_visualization

Visualisation Demo for Trains in Île-De-France Area.

twitter_sentiment_analysis

Report Notebook for Telecom ParisTech's session on sentiment Analysis using NLTK

uber-ds-challenge

Uber provided Data Science take home

us_election

Project of Data Visualisation Dashboard for the 2016 US elections.

web_kd

Project for 2nd year internship. A web-based key stroke dynamics project with a MATLAB Gui/SVM.