Pinned Repositories
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
COA
A new metaheuristic for global optimization problems proposed in the IEEE Congress on Evolutionary Computation (CEC), 2018
GWOSVR
Sanitized Grey Wolf Optimizer(SGWO)-Support Vector Regressor (SVR)
IntelligentMachine
天池工业AI大赛-智能制造质量预测,排名89/2539
LFforecast
电力系统短期负荷预测
LSTM-demo
LSTM进行时间序列预测
lstm-power-load-forecast
LSTM单变量时间预测(电量负载预测)
machine_learning_python
不调库,纯python实现机器学习经典算法
ML_CHL_prediction
基于Keras框架,结合LSTM/GRU/Arima/WNN实现多方式的水质参数预测
STudy
时空预测模型PyTorch复现
Quan1995417's Repositories
Quan1995417/lstm-power-load-forecast
LSTM单变量时间预测(电量负载预测)
Quan1995417/Taidi2019_Adaboost
2019泰迪杯B题,利用Adaboost模型对A股市场进行预测
Quan1995417/CarND-Alexnet-Feature-Extraction
This lab guides you through using AlexNet and TensorFlow to build a feature extraction network.
Quan1995417/DFF
Code for Dynamic Feature Fusion for Semantic Edge Detection https://arxiv.org/abs/1902.09104
Quan1995417/Facial_Expression_Recognition_FER2013
Images and Videos, Real-time Facial Expession Recognition Application with Combine CNN , deep learning features extraction incorporate SIFT, FAST feature .
Quan1995417/Futures-forecast-PSO-SVM
利用PSO优化的SVM进行期货预测
Quan1995417/gabor-svm-Lesion-classification
首先对病灶图片进行gabor小波纹理特征提取,然后输入进经PSO优化的svm进行训练与测试分类
Quan1995417/GWO_RBF_SVM
It is a project of SVM optimization algorithm which use the Grey Wolf Optimizer
Quan1995417/house_price_prediction
Quan1995417/iFLYTEK-AI
工程机械核心部件寿命预测挑战赛
Quan1995417/imgpheno
Image feature extraction in Python
Quan1995417/LotteryPredict
TensorFlow实战,使用LSTM预测彩票
Quan1995417/LSTM-regression
use LSTM to implement regression and predict
Quan1995417/many-search-algorithm-optimize-BP-neural-network
利用各种算法优化BP
Quan1995417/MOGWO
Multi-Objective Grey Wolf Optimizer
Quan1995417/Online-Recurrent-Extreme-Learning-Machine
Online-Recurrent-Extreme-Learning-Machine (OR-ELM) for time-series prediction, implemented in python
Quan1995417/Photovoltaic_Rank37_solution
“光伏电站人工智能运维大数据处理分析”第37名解决方案
Quan1995417/PM2.5_predict
XGB、LSTM、KNNR、SVR预测
Quan1995417/PSO-DBN
By using 3-layer DBN to extract features embed in original image data, then fed the features into a extreme learning machine(ELM) for classification. Due to the difficulty in hiiden-nodes selection, then PSO was applied to select it automatically ,and PSO aimed to minimize the fitness function that is the accuracy of DBN-ELM crossvalidation classifcition
Quan1995417/PSO-vs-WOA
The Matlab/Octave code contains codes of Whale Optimization Algorithm and Particle Swarm Optimization.
Quan1995417/SCDA
Sparse Convolutional Denoising Autoencoders for Genotype Imputation
Quan1995417/sleep-stage-identification
Project for identify human sleep stage using the combination of ELM and PSO compared to the combination of SVM and PSO
Quan1995417/student-performance
Identifying university students’ weaknesses results in better learning and can function as an early warning system to enable students to improve. However, the satisfaction level of existing systems is not promising. New and dynamic hybrid systems are needed to imitate this mechanism. A hybrid system (a modified Recurrent Neural Network with an adapted Grey Wolf Optimizer) is used to forecast students’ outcomes. This proposed system would improve instruction by the faculty and enhance the students’ learning experiences. The results show that a modified recurrent neural network with an adapted Grey Wolf Optimizer has the best accuracy when compared with other models.
Quan1995417/tianchi--Prediction-of-industrial-steam-edacity
工业蒸汽量预测
Quan1995417/tianchi_competition_diabetes
天池-人工智能辅助糖尿病预测Rank42/2522
Quan1995417/Time-Series-ARIMA-XGBOOST-RNN
Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN
Quan1995417/traject_prediction
轨迹预测算法
Quan1995417/weather_prediction
气象数据预测
Quan1995417/Wind_predict_seq2seq
基于seq2seq模型的风功率预测
Quan1995417/WOA-BAT-modification
WOA-BAT modification