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Sparse Evolutionary Artificial Neural Networks ⭐ 187

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Library to help implement a complex-valued neural network (cvnn) using tensorflow as back-end

Phase Aware Deep Complex Unet ⭐ 49

(NOT Official) Implementation DC-UNet (ICLR 2019)

Complex Valued Transformer ⭐ 24

Implementation of the transformer proposed in "Building Blocks for a Complex-Valued Transformer Architecture"

Physics_unibo ⭐ 6

Repository for materials related to the master's degree course in Physics of the Alma Mater Studiorum - University of Bologna.

Terrorism Metagraphs ⭐ 5

This repository contains the data and code used to perform the analyses in the paper "Learning Future Terrorist Targets Trhough Temporal Meta-Graphs".

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