rafeemusabbir
Machine Learning, Data Science, Dynamic Games, Traffic Operation & Control
California Air Resources BoardDavis, California
Pinned Repositories
18337
18.337 - Parallel Computing and Scientific Machine Learning
differential-games
DynamicGames
IntelAlgo
Intelligent Algorithms used in Scientific Machine learning and Aritificial Intelligence Approaches
IntelDataVault
A repository on data science in Julia programming language. It contains the basics of statistical modeling and bayesian modeling tutorials from various web resources.
InteMoGames
Intelligent Mobility Games
IPOMDP-Net
OptimalControl
Self_Driving_Car_specialization
Assignments and notes for the Self Driving Cars course offered by University of Toronto on Coursera
StochasticOptimalControl
rafeemusabbir's Repositories
rafeemusabbir/18S191
Course 18.S191 at MIT, fall 2020 - Introduction to computational thinking with Julia:
rafeemusabbir/Carla_iLQR_MPC
Implementation of the real-time MPC based on iLQR in Carla simulator
rafeemusabbir/CasADi.jl
Julia interface to CasADi via PyCall
rafeemusabbir/course-content
Summer course content for Neuromatch Academy
rafeemusabbir/data_science_course
CHE 599 at Oregon State University
rafeemusabbir/DataFrames
Welcome to DataFrames.jl with Bogumił Kamiński
rafeemusabbir/DataStructures.jl
Julia implementation of Data structures
rafeemusabbir/DiffEqNoiseProcess.jl
A library of noise processes for stochastic systems like stochastic differential equations (SDEs) and other systems that are present in scientific machine learning (SciML)
rafeemusabbir/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
rafeemusabbir/fnc
Fundamentals of Numerical Computation text (Julia version)
rafeemusabbir/GameInference.jl
Planning with inferred internal states of other players in general-sum differential games.
rafeemusabbir/go
The Open Source Data Science Masters
rafeemusabbir/Hands-on-Design-Patterns-and-Best-Practices-with-Julia
Hands-On Design Patterns with Julia, published by Packt
rafeemusabbir/Julia-DataFrames-Tutorial
A tutorial on Julia DataFrames package
rafeemusabbir/Knet.jl
Koç University deep learning framework.
rafeemusabbir/lecture-source-jl
Source files for "Lectures in Quantitative Economics" -- Julia version
rafeemusabbir/model-based-RL-dissertation
A curated list of awesome Model-based reinforcement learning resources
rafeemusabbir/MotionPlanning
Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)
rafeemusabbir/neural-ode-cartpole
rafeemusabbir/OptimalControl.jl
A component of the SciML scientific machine learning ecosystem for optimal control
rafeemusabbir/pandas-videos
Jupyter notebook and datasets from the pandas Q&A video series
rafeemusabbir/Pluto.jl
🎈 Simple reactive notebooks for Julia
rafeemusabbir/portfolio_one-page-template
Free responsive one page portfolio template
rafeemusabbir/QuantEcon.jl
Julia implementation of QuantEcon routines
rafeemusabbir/SciMLTutorials.jl
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
rafeemusabbir/StatisticsWithJuliaPlutoNotebooks.jl
Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).
rafeemusabbir/TidyStanza.jl
Attempting to implement some {tidyverse} APIs in Julia
rafeemusabbir/trajectory-extractor
Python implementation of a simple vehicle trajectories extractor from traffic cameras
rafeemusabbir/TrajectoryOptimization.jl
A fast trajectory optimization library written in Julia
rafeemusabbir/YouTube-Scripts
Scripts (R, Python, Julia, etc.) used by RichardOnData