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Sinan Hanay's Projects

bandits icon bandits

Python library for Multi-Armed Bandits

deep-flow-prediction icon deep-flow-prediction

A framework for fluid flow (Reynolds-averaged Navier Stokes) predictions with deep learning

dns-challenge icon dns-challenge

This repo contains the scripts, models, and required files for the ICASSP 2021 Deep Noise Suppression (DNS) Challenge.

flowaroundtriangles icon flowaroundtriangles

This is a small example project, that showcases the possibility of using a surrogate model to estimate the drag coefficient of arbitrary triangles.

gitignore icon gitignore

A collection of useful .gitignore templates

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

keras-io icon keras-io

Keras documentation, hosted live at keras.io

mab icon mab

multi armed bandits

mlalgorithms icon mlalgorithms

Minimal and clean examples of machine learning algorithms

ostep-code icon ostep-code

Code from various chapters in OSTEP (http://www.ostep.org)

pensieve icon pensieve

Neural Adaptive Video Streaming with Pensieve (SIGCOMM '17)

pyroomacoustics icon pyroomacoustics

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

rlcard icon rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

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