ertsiger/coursera-mathematics-for-ml

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ertsiger/coursera-mathematics-for-ml

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Code of the solutions of the Mathematics for Machine Learning course taught in Coursera.

Coursera - Machine Learning for Mathematics

This repository contains the code for all the programming tasks of the Machine Learning for Mathematics courses taught at Coursera:

Linear Algebra (link)

Multivariate Calculus (link)

PCA (link)

induction-subgoal-automata-rl

Implementation of "Induction of Subgoal Automata for Reinforcement Learning" (AAAI-20) and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" (JAIR).

gym-subgoal-automata

Environments from the papers "Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning" and "Induction and Exploitation of Subgoal Automata for Reinforcement Learning" using OpenAI Gym API.

coursera-machine-learning

Code of the solutions to the Machine Learning course taught in Coursera.

wsn-arduino-labs

Wireless Sensor Network (WSN) projects using Arduino boards and XBee modules.

online-judge-problems

Solutions to competitive programming problems of diverse websites.