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TripleEss's Projects

tensor_codes icon tensor_codes

MATLAB codes for computing various tensor decomposition.

tensor_rnn icon tensor_rnn

An implementation of various tensor-based decomposition for NN & RNN parameters

tf-stanford-tutorials icon tf-stanford-tutorials

This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.

tgan icon tgan

Code for the paper "Tensorizing Generative Adversarial Nets"

thesis_code icon thesis_code

Code for implementing results in "Classifying RGB Images with multi-colour Persistent Homology"

timeseries_seq2seq icon timeseries_seq2seq

This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.

tkde-smart icon tkde-smart

This repo contains the information for TKDE paper: Spatio-temporal Multi-task Learning via Tensor Decomposition

tnml icon tnml

Tensor network machine learning. Based on the paper "Supervised Learning with Quantum Inspired Tensor Networks" http://arxiv.org/abs/1605.05775

tntorch icon tntorch

Tensor Network Learning with PyTorch

topograd icon topograd

Topological Priors for Image segmentation

topological-dvae icon topological-dvae

An implementation of Denoising Variational AutoEncoder with Topological loss

topologylayer icon topologylayer

A Topology Layer for Machine Learning : Persistent Homology + Features for PyTorch

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