Quan1995417

machine_learning_python

不调库，纯python实现机器学习经典算法

animal-matting

Github repository for the paper End-to-end Animal Image Matting

Beam_Deflections_PSO_XGBoost

Hybrid model to predict long-term deflection of reinforced concrete members

cnn-svm

An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification

Data_mining_homework

数据挖掘作业数据以及代码(电动车价格预测)

DELM

DELM is a data stream classification algorithm based on extreme learning machine

encoder2predict

利用Encoder对二分类任务的序列数据进行概率预测

Enhanced-Whale-Optimization-Algorithm

Qais, M. H., Hasanien, H. M., & Alghuwainem, S. (2019). Enhanced whale optimization algorithm for maximum power point tracking of variable-speed wind generators. Applied Soft Computing, 105937. doi:10.1016/j.asoc.2019.105937

FAIL-Improved-Whale-Optimization-Algorithm

Ling, Y., Zhou, Y., & Luo, Q. (2017). Lévy Flight Trajectory-Based Whale Optimization Algorithm for Global Optimization. IEEE Access, 5, 6168–6186. doi:10.1109/access.2017.2695498

Fruit_Recognition

这个是水果识别的MATLAB程序,包含HSV非均匀量化,K均值聚类,LBP算子,MBLBP算子,还有粒子群,灰度共生矩阵,以及纹理特征提取.

FYP-RUS_GWO_PSO_Machine_Learning

My FYP for Master of Data Science, UiTM

GreyWolfOptimization-MKSVM

Using GreyWolfOptimization for feature selection and multi kernel SVM for classification of a dataset

imgaug

Image augmentation for machine learning experiments.

improved-WOA-based-on-nonlinear-adaptive-weight-and-golden-sine-operator

Zhang, J., & Wang, J. S. (2020). Improved Whale Optimization Algorithm Based on Nonlinear Adaptive Weight and Golden Sine Operator. IEEE Access, 8, 77013–77048. doi:10.1109/access.2020.2989445

kutralnet

Implementation of KutralNet: A Portable Deep Learning Model for Fire Recognition

LSTM

基于LSTM神经网络的时间序列预测

LSTM-future-prediction

LSTM铁矿石价格预测

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Multi-feature-power-load-forecasting-based-on-deep-learning

基于深度学习的多特征电力负荷预测

Multi-label-Learning-of-Kernel-Extreme-Learning-Machine-with-Non-Equilibrium-Label-Completion

Multi-Strategy-Ensemble-Whale-Optimization-Algorithm

Yuan, X., Miao, Z., Liu, Z., Yan, Z., & Zhou, F. (2020). Multi-Strategy Ensemble Whale Optimization Algorithm and Its Application to Analog Circuits Intelligent Fault Diagnosis. Applied Sciences, 10(11), 3667. doi:10.3390/app10113667

Multivariate-Multistep-Wind-Speed-Prediction

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

PSO-ELM

psoCNN

Code to validate the "Particle swarm optimization of deep neural networks architectures for image classification" paper.

SSA_python

麻雀搜索算法(Sparrow Search Algorithm, SSA)的python实现

stockPredict

pytorch实现用LSTM做股票价格预测

SVM-classification-localization

HoG, PCA, PSO, Hard Negative Mining, Sliding Window, Edge Boxes, NMS

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

WaterFlow

2020 第四届工业大数据创新竞赛-水电站入库流量预测-top1代码