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Shurain's Projects

2048_env icon 2048_env

2048 environment for Reinforcement Learning and DQN algorithm

grnn_python icon grnn_python

Generalized Regression Neural Network for regression

machinelearning_smartmeteranalytics icon machinelearning_smartmeteranalytics

Master Thesis for Energy Engineering #Python. This repository contains codes developed in Python which deals with smart meter analytics. Building consumption dataset from Pecan Street Dataport was obtained along with temperature and irradiance data. The dataset was used to build machine learning models using linear regression, random forest deicision tree, Neural networks and Support vector machines. This repository is still immature. More notebooks will being added and updated in the future.

magenta icon magenta

Magenta: Music and Art Generation with Machine Intelligence

matchzoo-py icon matchzoo-py

Facilitating the design, comparison and sharing of deep text matching models.

ppo-pytorch icon ppo-pytorch

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

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