Nicolas Saunier's repositories
montreal_open_data
A place to host my ongoing analysis of Montreal commute data from the Montreal Open Data Portal
motion-prediction
Code and data for 2013 TRB paper on Motion Prediction Methods for Surrogate Safety Analysis
PythonDataScienceHandbook
Jupyter Notebooks for the Python Data Science Handbook
nn-zero-to-hero
Neural Networks: Zero to Hero
the-atlas-benchmark
The Atlas Benchmark offers a collection of scripts and functions for evaluating 2D trajectory predictors.
academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
cycling-discontinuities
SQL code and guide to extract cycling discontinuities from GIS data
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
i24_data_tutorial
data tutorial for i24motion data users
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
OpenDataQuebec
Repository for Open Data Montreal analysis
strudl
STRUDL: Surveillance Tracking Using Deep Learning
traffic-simulation-fr
Source code for javascript simulation of website (french version)
TransportDataEngineering
Repository of information, tools, documents for Data Engineering (Science) applied to transport engineering
WhirlwindTourOfPython
The Jupyter Notebooks behind my OReilly report, "A Whirlwind Tour of Python"