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felix660's Projects

rnn-lyapunov-spectrum icon rnn-lyapunov-spectrum

A data-driven method to calculate the Lyapunov exponent of a dynamical system employing a GRU-RNN.

rnn-rc-chaos icon rnn-rc-chaos

RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical systems.

robogen icon robogen

RoboGen - Robot generation through artificial evolution

ronet icon ronet

The official implementation of "Rank-One Network: An Effective Framework for Image Restoration" via TensorFlow

rotating-neurons-reservoir icon rotating-neurons-reservoir

Rotating neurons reservoir is a hardware architecture for implementing resource-efficient reservoir computing. The code is a simulator for NARMA10 task, achieving record-low error.

sbinn icon sbinn

SBINN: Systems-biology informed neural network

sc_link_comm icon sc_link_comm

Programs for link community detection in higher-order networks

scikit-opt icon scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) 遗传、粒子群、模拟退火、蚁群算法等

senet icon senet

Squeeze-and-Excitation Networks

sge3 icon sge3

Implementation of SGE Algorithm in Python 3

shapes icon shapes

Codes and datasets for adaptive spline fitting method SHAPES

simgnn icon simgnn

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

siren icon siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

snakeai icon snakeai

Training an AI to play Snake using Genetic Algorithm and Artificial Neural Network

snakeai-1 icon snakeai-1

Train a Neural Network to play Snake using a Genetic Algorithm

snap icon snap

Stanford Network Analysis Platform (SNAP) is a general purpose network analysis and graph mining library.

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