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extreme-learning-machine

Here are 24 public repositories matching this topic...

chickenbestlover / ELM-pytorch

Extreme Learning Machine implemented in Pytorch

elm gpu cnn pytorch mnist convolutional-neural-networks extreme-learning-machine convolutional-elm elm-lrf

Updated Apr 6, 2018
Python

PlasmaControl / PyRCN

A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.

machine-learning scikit-learn reservoir-computing extreme-learning-machine echo-state-network

Updated Jul 17, 2024
Python

otenim / TensorFlow-OS-ELM

A tensorflow implementation of OS-ELM (Online Sequential Extreme Learning Machine)

python machine-learning tensorflow implementation extreme-learning-machine os-elm

Updated Jun 17, 2019
Python

aisari / AutofocusSAR

Machine Learning for Synthetic Aperture Radar Autofocus

deep-learning convolutional-neural-network extreme-learning-machine autofocus synthetic-aperture-radar

Updated Jul 22, 2023
Python

otenim / Numpy-ELM

A Numpy Implementation of Extreme Learning Machine (ELM)

python machine-learning tensorflow numpy keras neural-networks extreme-learning-machine

Updated May 23, 2019
Python

jlsuarezdiaz / KELMOR

A Python Implementation of Kernel Extreme Learning Machine for Ordinal Regression

kernel python3 extreme-learning-machine ordinal-regression

Updated Oct 2, 2020
Python

naderAsadi / ELM-Pytorch

Pytorch implementation of Extreme Learning Machine

elm pytorch extreme-learning-machine

Updated Aug 23, 2020
Python

sumanth-bmsce / Unsupervised_Extreme_Learning_Machine

Unsupervised Extreme Learning Machine(ELM) is a non-iterative algorithm used for feature extraction. This method is applied on the IRIS Dataset for non-linear feature extraction and clustering using k-means, Self Organizing Maps(Kohonen Network) and EM Algorithm

neural-network kmeans-clustering extreme-learning-machine unsupervised-machine-learning bayesian-information-criterion

Updated Jul 8, 2018
Python

chasebk / code_OTWO_ELM

(Code) A new workload prediction model using extreme learning machine and enhanced tug of war optimization

machine-learning neural-network genetic-algorithm distributed-system particle-swarm-optimization soft-computing extreme-learning-machine internet-traffic-data meta-heuristics time-series-forecasting nature-inspired-algorithms opposition-based-learning evolution-algorithm whale-optimization tug-of-war-optimization swarm-optimization-algorithm

Updated Jun 25, 2021
Python

MOO_ELM

mohyunho / MOO_ELM

Multi-Objective Optimization of ELM for RUL Prediction

machine-learning deep-learning evolutionary-algorithms multi-objective-optimization extreme-learning-machine predictive-maintenance c-mapss prognostics turbofan-engine rul-prediction remaining-useful-life-prediction n-cmapss

Updated Jun 1, 2022
Python

GustavoHFMO / IDPSO-ELM-S

Algorithms proposed in the following paper: OLIVEIRA, Gustavo HFMO et al. Time series forecasting in the presence of concept drift: A pso-based approach. In: 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI). IEEE, 2017. p. 239-246.

time-series data-stream concept-drift extreme-learning-machine idpso-elm-s

Updated Jul 19, 2021
Python

ridvansalihkuzu / author-attribution

Authorship Attribution in Social Media & Chat Biometrics & Behavioral Biometrics

machine-learning text-mining deep-learning text-classification neural-networks authorship-attribution extreme-learning-machine authorship-identification author-identification authorship-analysis soft-biometrics behavioral-biometrics author-recognition chat-biometrics

Updated Jul 27, 2022
Python

radu-dogaru / ELM-super-fast

Python implementation of ELM - with optimized speed on MKL-based platforms; Described in conference paper: Radu Dogaru, Ioana Dogaru, "Optimization of extreme learning machines for big data applications using Python", COMM-2018; Allows quantization of weight parameters in both layers and introduces a new and very effective hidden layer nonlinear…

extreme-learning-machine resource-constrained-ml

Updated Jul 26, 2021
Python

foorenxiang / OHR400Dashboard

UAV Flight Analysis and ML-powered Rolling Launch Control System. Written in Python and q/kdb+. Deployed at:

python machine-learning uav tensorflow scikit-learn stream-processing kdb tableau principal-component-analysis lstm-neural-networks extreme-learning-machine livedata racing-drones tibco-spotfire kdb-q launch-control

Updated Mar 24, 2023
Python

viniciusarruda / feature-selection-ga-elm-nn

Feature selection using genetic algorithm for ELM and MLP

genetic-algorithm feature-selection neural-networks extreme-learning-machine multilayer-perceptron

Updated Nov 15, 2019
Python

KStruniawski / TfELM

Extreme Learning Machines Framework with Python and TensorFlow

python machine-learning tensorflow machine-learning-algorithms python3 machine-learning-library machinelearning machine-learning-api extreme-learning-machine extremelearningmachines os-elm artificialintelligence tensorflow2 k-elm kernel-elm

Updated Aug 20, 2024
Python

sumanth-bmsce / SupervisedELM

Implementation of Supervised Extreme Learning Machine for binary classification

supervised-learning binary-classification extreme-learning-machine synthetic-data

Updated Aug 15, 2019
Python

virgantara / Extreme-Machine-Learning

This is my project using Extreme Learning Machine (ELM) based on Guang-Bin Huang Paper

machine-learning extreme-learning-machine iris-flower

Updated Aug 19, 2022
Python

andreapisa9 / bayesian-elm-search

As described in "Towards Full On-Tiny-Device Learning: Guided Search for a Randomly Initialized Neural Network"

random-forest resnet gaussian-processes bayesian-optimization extreme-learning-machine on-device-ml tinyml mlcommons

Updated Jan 15, 2024
Python

saideeptiku / sti_welm

localization through STI-WELM fingerprinting

extreme-learning-machine weighted-extreme-learning-machine sti-welm

Updated May 6, 2022
Python

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