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emerrf's Projects

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

ccblade icon ccblade

A blade element momentum method for analyzing wind turbine aerodynamic performance that is robust (guaranteed convergence), fast (superlinear convergence rate), and smooth (continuously differentiable).

eif icon eif

Extended Isolation Forest for Anomaly Detection

gym-easy21 icon gym-easy21

OpenAI Gym environment of the RL Assignment Easy21 together with my solution

gym-wind-turbine icon gym-wind-turbine

OpenAI Gym environment which reproduces the behaviour of a wind turbine realistically using CCBlade aeroelastic code

kaesve-muzero icon kaesve-muzero

A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.

kemlglearn icon kemlglearn

Different Machine learning algorithms in python trying to follow the interfaces of scikit-learn

open_spiel icon open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

pcedl icon pcedl

Wind Turbine Power Curve Estimation using Deep Learning methods

pcwg icon pcwg

Power Curve Working Group

spark icon spark

Apache Spark - A unified analytics engine for large-scale data processing

spark-ms-tsad icon spark-ms-tsad

Apache Spark implementation of "Time-Series Anomaly Detection Service at Microsoft" paper. Anomaly Detector algorithm based on Spectral Residuals

stochastic-muzero icon stochastic-muzero

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

tldextract icon tldextract

Accurately separates a URL’s subdomain, domain, and public suffix, using the Public Suffix List (PSL).

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