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18337

18.337 - Parallel Computing and Scientific Machine Learning

18s096sciml

18.S096 - Applications of Scientific Machine Learning

18s191

Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:

6s083

Materials for MIT 6.S083 / 18.S190: Computational thinking with Julia + application to the COVID-19 pandemic

a-curious-case-of-household-study

The write-up illustrates the essential introduction to visualize any typical household survey data to understand the travel demand pattern of a region.

aa228-notebook

IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University

acc_2019_github

Code for Chapman et al., 2019 American Control Conference

advancedscientificcomputing

A short course on Julia and open-source software development

adversarialroadmodel

Discriminating kernel algorithm implementation and neural network approximation, as presented in "Safe Motion Planning for Autonomous Drivingusing an Adversarial Road Model"

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

algames.jl

ALGAMES solver

algforopt-notebooks

Jupyter notebooks associated with the Algorithms for Optimization textbook

algorithms

A collection of algorithms and data structures

altro.jl

apollo

An open autonomous driving platform

argil

auto-sklearn

Automated Machine Learning with scikit-learn

automotivedrivingmodels.jl

Driving simulation architecture for Julia

automotiveinteraction.jl

Driver modeling using the Interaction dataset

automotivepomdps.jl

automotivesaferl

Training and evaluation scripts for applying formal methods and reinforcement learning to autonomous driving problems.

autopilot

A self driving car model for humans.

autoware

Open-source software for self-driving vehicles

awe-pub-data

A topic-centric list of HQ open datasets.

awesome-autonomous-driving

awesome-autonomous-vehicles

Curated List of Self-Driving Cars and Autonomous Vehicles Resources

bayesian-modelling-in-python

A python tutorial on bayesian modeling techniques (PyMC3)

beacls

beautifulalgorithms.jl

Concise and beautiful algorithms written in Julia

behavioral-cloning

Behavioral cloning: end-to-end learning for self-driving cars.