Name: Sarder Rafee Musabbir
Type: User
Company: California Air Resources Board
Bio: Machine Learning, Data Science, Dynamic Games, Traffic Operation & Control
Location: Davis, California
Blog: https://www.linkedin.com/in/sarder-rafee-musabbir-95446a73/
Sarder Rafee Musabbir's Projects
Third Project of the Udacity Self-Driving Car Nanodegree Program
Repository for code used in my blog posts
Interactive Data Visualization in the browser, from Python
A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.
brms R package for Bayesian generalized multivariate non-linear multilevel models using Stan
Belief Space Motion Planning Using iLQG
Open-source simulator for autonomous driving research.
Implementation of the real-time MPC based on iLQR in Carla simulator
This project implements a functional motion planning stack for autonomous vehicles to avoid both static and dynamic obstacles while tracking the center line of a lane, while also handling stop signs.
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
Julia interface to CasADi via PyCall
Vicenç Rubies Royo, David Fridovich-Keil, Sylvia Herbert, and Claire J. Tomlin, "Classification-based Approximate Reachability with Guarantees Applied to Safe Trajectory Tracking." IEEE International Conference on Intelligent Robots, 2019
Package for solving hyperbolic systems of partial differential equations
Experiments for designing tree search algorithms for Continuous POMDPs
A repository for control benchmarking code
The Control Toolbox - An Open-Source C++ Library for Robotics, Optimal and Model Predictive Control
System Identification toolbox for LTI systems, compatible with ControlSystems.jl
A Control Systems Toolbox for Julia
Toolbox for Reachability Analysis
Summer course content for Neuromatch Academy
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
Common used curves for motion planning.
Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.
Welcome to DataFrames.jl with Bogumił Kamiński
Data Science in Julia course for JuliaAcademy.com, taught by Huda Nassar
Julia implementation of Data structures
CHE 599 at Oregon State University
Solving high-dimensional Partial Differential Equations with Deep Learning