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/STudy
时空预测模型PyTorch复现
Quan1995417/Multidimensional-time-series-with-transformer
transformer/self-attention for Multidimensional time series forecasting 使用transformer架构实现多维时间预测
Quan1995417/Score-Predict
排名(成绩)预测（入门Python和机器学习）
Quan1995417/stock-price-prediction-BPNN-LSTM
Use BPNN and LSTM to forecast stock price. 使用BP神经网络和LSTM预测股票价格，注释拉满。
Quan1995417/transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model
Quan1995417/Attention_text_classification
Interpreting the outputs of LSTM/GRU for the text classification task using modified bahdanau attention mechanism
Quan1995417/CNN-LSTM-action-recognition
Action Recognition using InceptionV3 transfer learning ImageNet and LSTM
Quan1995417/contrastive-predictive-coding
Keras implementation of Representation Learning with Contrastive Predictive Coding
Quan1995417/Deep-Learning-Paper-and-Code
VGG, ResNet, STN, FSRCNN, Semantic Segmentation, YOLO, Grad-CAM, Style Transfer, LSTM, Seq2Seq, GAN, Image-to-Image papers were summarized and implemented as Pytorch.
Quan1995417/Denoising-Autoencoder
Quan1995417/ecgn
Concepts used: kNN, SVM, boosting (XGBoost, Gradient boosting, Light GBM, AdaBoost, Random Forests), deep learning (CNN, LSTM), ensembles (model stacking), transfer learning.
Quan1995417/Elite-Opposition-Based-Golden-Sine-Whale-Optimization-Algorithm
肖子雅, 刘升. 精英反向黄金正弦鲸鱼算法及其工程优化研究[J]. 电子学报, 2019, 47(10): 2177-2186.
Quan1995417/fall-detection-and-predction-using-GRU-and-LSTM-with-Transfer-Learning
Fall Detection and Prediction using GRU and LSTM with Transfer Learning
Quan1995417/FWA-DBN-ELM-for-intelligent-fault-diagnosis
FWA-DBN-ELM fault diagnosis 故障诊断 烟花算法优化DBN-ELM的故障诊断
Quan1995417/learning_to_rank
利用lightgbm做(learning to rank)排序学习，包括数据处理、模型训练、模型决策可视化、模型可解释性以及预测等。Use LightGBM to learn ranking, including data processing, model training, model decision visualization, model interpretability and prediction, etc.
Quan1995417/logistic-ELM
A fast fault diagnosis method for rolling bearings, based on extreme learning machine (ELM) and logistic mapping.
Quan1995417/LSTM-for-heat-transfert-in-an-bulding
given a set of temperatures of different room in a house we try to forecast the dynamics of the bulding.
Quan1995417/Metaheuristic-benchmark
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
Quan1995417/Prediction-of-Remaining-useful-life-in-Li-ion-batteries
Using LSTM-RNN model with Transfer Learning
Quan1995417/pyMetaheuristic
A python library for: Adaptive Random Search, Ant Lion Optimizer, Arithmetic Optimization Algorithm, Artificial Bee Colony Optimization, Artificial Fish Swarm Algorithm, Bat Algorithm, Biogeography Based Optimization, Cross-Entropy Method, Crow Search Algorithm, Cuckoo Search, Differential Evolution, Dispersive Flies Optimization, Dragonfly Algorithm, Firefly Algorithm, Flow Direction Algorithm, Flower Pollination Algorithm, Genetic Algorithm, Grasshopper Optimization Algorithm, Gravitational Search Algorithm, Grey Wolf Optimizer, Harris Hawks Optimization, Improved Grey Wolf Optimizer, Improved Whale Optimization Algorithm, Jaya, Jellyfish Search Optimizer, Krill Herd Algorithm, Memetic Algorithm, Moth Flame Optimization, Multiverse Optimizer,Pathfinder Algorithm, Particle Swarm Optimization, Random Search, Salp Swarm Algorithm, Simulated Annealing, Sine Cosine Algorithm, Teaching Learning Based Optimization, Whale Optimization Algorithm.
Quan1995417/pyoselm
A Python implementation of Online Sequential Extreme Machine Learning (OS-ELM) for online machine learning
Quan1995417/Pytorch-lstm-forecast
基于pytorch搭建多特征LSTM时间序列预测
Quan1995417/pytorch_classification
利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
Quan1995417/RUL_Prediction
remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit
Quan1995417/Stock_prediction
深度学习-贵州茅台股票预测 PCA、FA、RNN、LSTM、GRU
Quan1995417/Time-Series-Forecasting-of-ECG-Signals-Using-Transfer-Learning-on-LSTMs
Quan1995417/time-series-learning
天池”AI Earth“气象海洋预测竞赛的Topline学习教程
Quan1995417/tph-yolov5
Quan1995417/tsne_raw
Implementation of Symmetric SNE and t-SNE in numpy and python
Quan1995417/Two-Step-Feature-Enhancement
Based on our paper "Cervical Cytology Classification Using PCA & GWO Enhanced Deep Features Selection" published in SN Computer Science