vinthony / pso-cnn
Unofficial implementation of paper “Particle Swarm Optimization for Hyper-Parameter Selection in Deep Neural Networks” using Tensorflow/Keras
☆30Updated 4 years ago
Alternatives and similar repositories for pso-cnn:
Users that are interested in pso-cnn are comparing it to the libraries listed below
- Using Particle Swarm Optimization (PSO) to Optimize a CNN (Convulsional Neural Network) - using an simple dataset (not using an image dat…☆41Updated 2 years ago
- Code to validate the "Particle swarm optimization of deep neural networks architectures for image classification" paper.☆91Updated 4 years ago
- USE PSO algorithm to optimize VGG in CIFAR-10 dataset。☆12Updated 5 years ago
- N. Singh and S. Singh, "Hybrid Algorithm of Particle Swarm Optimization and Grey Wolf Optimizer for Improving Convergence Performance", J…☆24Updated 3 years ago
- Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)☆74Updated 2 years ago
- X. Yuan, Z. Miao, Z. Liu, Z. Yan and F. Zhou, "Multi-Strategy Ensemble Whale Optimization Algorithm and Its Application to Analog Circuit…☆31Updated 2 years ago
- Application of Whale Optimization Algorithm (WOA) in the feature selection tasks.☆27Updated 3 years ago
- Al-Tashi, Q., Abdulkadir, S. J., Rais, H. M., Mirjalili, S., & Alhussian, H. (2019). Binary Optimization Using Hybrid Grey Wolf Optimizat…☆20Updated 4 years ago
- Improve Deep Learning based CNN & Extreme Learning Machine With Particle Swarm Optimization (Deep PSO) For Classification☆19Updated last year
- Variable Length Genetic Algorithm for hyperparameter optimization of a CNN☆11Updated 4 years ago
- Grey wolf Optimization☆15Updated 5 years ago
- It is a project of SVM optimization algorithm which use the Grey Wolf Optimizer☆79Updated 5 years ago
- 使用遗传算法优化支持向量机/Optimization of support vector machine using genetic algorithm☆37Updated 3 years ago
- EO-CNN: An Enhanced CNN Model Trained by Equilibrium Optimization for Traffic Transportation Prediction☆13Updated 4 years ago
- Particle Swarm Optimization (PSO) to optimize Artificial Neural Network (ANN)☆59Updated 11 months ago
- Uses Harris Hawk and Whale Nature Inspired Algorithm to Train the weights of Neural Network. An approach to adjust the parameters of NN c…☆15Updated 3 years ago
- Al-Tashi, Q. et al(2019). Binary optimization using hybrid grey wolf optimization for feature selection. IEEE Access, 7, 39496-39508. Lin…☆17Updated 4 years ago
- This MATLAB code implements the binary Grass hopper optimization algorithm to select the features and train with KNN☆13Updated 6 years ago
- A model to select an optimal subset of features from the target data using swarm intelligence metaheuristic-based approach-Grey Wolf Opti…☆17Updated 5 years ago
- QPSO algorithm for multi-parameters optimization☆29Updated 6 years ago
- Demonstration on how binary grey wolf optimization (BGWO) applied in the feature selection task.☆35Updated 4 years ago
- This repository is a collection of codes generated for optimizing the echo state network for RUL prediction of airplane engines☆11Updated 3 years ago
- Whale Optimization Algorithm used to train Neural Network☆19Updated 8 years ago
- 整理35篇期刊所使用的benchmark function(2007-2021),並且統計各benchmark function的出現次數☆17Updated 3 years ago
- Include BP / GA_SVM / GS_SVM / KNN / LDA / PCA / PSO_SVM☆28Updated 3 years ago
- An implementation of the Chaotic Particle Swarm algorithm found in the paper: Improved particle swarm optimization combined with chaos☆23Updated 6 years ago
- Particle Swarm Optimization Least-squares support-vector machine without any machine learning libraries☆10Updated 4 years ago
- GA,PSO,LSTM...☆25Updated 6 years ago
- Whale Optimization Algorithm to Minimize Functions with Continuous Variables☆21Updated 2 years ago
- Hybrid Particle Swarm and Grey Wolf Optimizer☆20Updated 3 years ago