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DiNAi's Projects

rcnn icon rcnn

R-CNN: Regions with Convolutional Neural Network Features

rl-rc-car icon rl-rc-car

Implements basic reinforcement learning algorithms to control a remote-control car in a room.

robo icon robo

RoBO: a Robust Bayesian Optimization framework

rocalphago icon rocalphago

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

sgdd-inverter-lab icon sgdd-inverter-lab

Lab course on the control of a grid connected three-phase inverter - Smart Grids Double Degree

single-path-nas icon single-path-nas

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours

smash icon smash

An experimental technique for efficiently exploring neural architectures.

smoothparticlenets icon smoothparticlenets

A set of custom deep network layers written in PyTorch to enable computation with unordered particle sets with an emphasis on fluid dynamics.

softx-d-17-00061 icon softx-d-17-00061

TomoWarp2: a local Digital Volume Correlation code. To cite this software publication: http://www.sciencedirect.com/science/article/pii/S2352711017300511

somber icon somber

Recursive Self-Organizing Map/Neural Gas.

svr icon svr

Support Vector Regression

t3d icon t3d

Temporal 3D ConvNet

tps_stn_pytorch icon tps_stn_pytorch

PyTorch implementation of Spatial Transformer Network (STN) with Thin Plate Spline (TPS)

trpo icon trpo

replicating paper “Trust Region Policy Optimization”

vehicle-routing icon vehicle-routing

A standalone library (well, depends on networkx) with Python implementations of some basic common (and uncommon) research vehicle routing problems.

voxelmorph-pytorch icon voxelmorph-pytorch

An unofficial PyTorch implementation of VoxelMorph- An unsupervised 3D deformable image registration method

vq-vae icon vq-vae

VQ-VAE implementation / pytorch

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