Quan1995417

A-stock-prediction-algorithm-based-on-machine-learning

（陆续更新）重新整理过的基于机器学习的股票价格预测算法，里面包含了基本的回测系统以及各种不同的机器学习算法的股票价格预测，包含：LSTM算法、Prophet算法、AutoARIMA、朴素贝叶斯、SVM等

GWOSVR

Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)

Adaptive-Soft-Sensor-Design

Github repo for the research paper titled "Integrating Adaptive Moving Window and Just-in-Time Learning Paradigms for Soft-Sensor Design"

Alternator_analysis

依据发电机电流预测发电机故障以及故障时间

BP-RBF-Prediction

使用BP神经网络、RBF神经网络以及PSO优化的RBF神经网络进行数据的预测

BPNN-MATLAB

使用bp神经网络预测电力负荷，使用小型数据集，通过一个简单的例子。Using BPNN to predict power load, using small data set, a simple example.

cuckoo-search

Cuckoo search via Levy flights.

DAE4mulDOA

Fast DoA estimation of multiple targets using a Denoising Autoencoder and sparse arrays

DC_PV_Power_Predict_2018

DataCastle 2018国能日新第一届光伏功率预测

dimensionality_reduction_alo_codes

特征提取/数据降维:PCA、LDA、MDS、LLE、TSNE等降维算法的python实现

EEMD-LSTM-Model

基于深度学习的溶解氧时间序列预测模型

fire_recognition

Implementation of LACCI 2019 paper: a Lightweight and efficient octave convolutional neural network for fire recognition

GSA-PSO-SVR

一种有效的电力负荷预测方法

GWO

Grey wolf Optimization

image-feature-extraction

libsvm-SVDD-WOA

Using the WOA algorithm to optimize the parameters of SVDD algorithm in libsvm

LSTM-SVM-RF-time-series

Regression prediction of time series data using LSTM, SVM and random forest. 使用LSTM、SVM、随机森林对时间序列数据进行回归预测，注释拉满。

MetaheuristicOptimization

Different meta-heuristic optimization techniques for feature selection

photovoltaics

光伏发电功率预测

psosvmlearn

123

pyopls

A Python 3 implementation of orthogonal projection to latent structures

Python-Image-feature-extraction

Python实现提取图像的纹理、颜色特征，包含快速灰度共现矩阵（GLCM）、LBP特征、颜色矩、颜色直方图。

pytorch-playground

Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

Rolling-bearing-fault-diagnosis

利用最小二乘支持向量机进行分类器建模，改进鲸鱼算法（基于冯洛伊曼拓扑的鲸鱼算法）进行超参数寻优

rul_of_cutter

刀具剩余寿命预测

Seq_pred

ANN, RNN and LSTM were established to predict a time series data, Chl-a concentration over time. With the help of Transfer learning, these models were able to applied for a long period predict

SimilarityRUL

基于相似性的剩余寿命预测

simulinkDroneReferenceApp

This Simulink Project shows the implementation of a Remotely Piloted Radio-Control fixed-wing aircraft (i.e. Drone, UAV), an autopilot for flight stabilization, and an operator interface to control its trajectory.

temp-predict

实验源代码-----基于随机森林的气温预测