Pinned Repositories
anxious-EV-charging
A pytorch implementation of the methods described in the paper "Deep Reinforcement Learning for Continuous Electric Vehicles Charging Control With Dynamic User Behaviors"
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This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
-matlab-
基于matlab的数字信号降噪系统以及GUI界面
2018_diantou_PhotovoltaicPowerStation
2018光伏发电预测比赛
AltWOA
Altruistic Whale Optimization Algorithm (AltWOA)
Attention-Based-BiLSTM-relation-extraction
Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)
Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
cnn-lstm-bilstm-deepcnn-clstm-in-pytorch
In PyTorch Learing Neural Networks Likes CNN、BiLSTM
ContextVAE
[ICRA 2024]Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction
d2l-zh-pytorch-slides
Pytorch版代码幻灯片
chasethedeer's Repositories
chasethedeer/Time-Series-Library
A Library for Advanced Deep Time Series Models.
chasethedeer/iTransformer
Official implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
chasethedeer/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
chasethedeer/pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
chasethedeer/Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
chasethedeer/MATNet
Multi-Level Fusion and Self-Attention Transformer-Based Model for Multivariate Multi-Step Day-Ahead PV Generation Forecasting
chasethedeer/Transformer-Network-for-Short-term-Photovoltaic-Power-Generation-Forecasting
Utilizes a Convolutional-based Transformer architecture for accurate and efficient PV power forecasting.
chasethedeer/Autoformer
About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
chasethedeer/Solar-Power-Generation-Forecast
We identify the problem of effectively capturing complex patterns and fluctuations in solar generation data, while considering various environmental factors. To tackle this problem, we propose a novel machine learning algorithm that combines feature engineering, ensemble learning, and deep learning techniques.
chasethedeer/anxious-EV-charging
A pytorch implementation of the methods described in the paper "Deep Reinforcement Learning for Continuous Electric Vehicles Charging Control With Dynamic User Behaviors"
chasethedeer/woa-vmd-ssa-lstm
chasethedeer/FECAM-
About Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚
chasethedeer/d2l-zh-pytorch-slides
Pytorch版代码幻灯片
chasethedeer/STGCN_demo
Demonstrate how to utilize Mediapipe and the STGCN model in the Docker environment.
chasethedeer/ContextVAE
[ICRA 2024]Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction
chasethedeer/D4
Implementation of CVPR2022 "Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition"
chasethedeer/cnn-lstm-bilstm-deepcnn-clstm-in-pytorch
In PyTorch Learing Neural Networks Likes CNN、BiLSTM
chasethedeer/LSTM
基于LSTM的时间序列预测研究
chasethedeer/SSA-LSTM
chasethedeer/Multi-Strategy-Ensemble-Whale-Optimization-Algorithm
X. Yuan, Z. Miao, Z. Liu, Z. Yan and F. Zhou, "Multi-Strategy Ensemble Whale Optimization Algorithm and Its Application to Analog Circuits Intelligent Fault Diagnosis", Applied Sciences, vol. 10, no. 11, p. 3667, 2020.
chasethedeer/transformer-Time-Series-Prediction
Transformer based model for time series prediction
chasethedeer/AltWOA
Altruistic Whale Optimization Algorithm (AltWOA)
chasethedeer/Solar-Power-Generation-Time--Series-Forecasting
chasethedeer/-matlab-
基于matlab的数字信号降噪系统以及GUI界面
chasethedeer/Solar-Power-Generation-Forecasting
Prediction of Solar Power Generated by a power plant using artificial neural networks
chasethedeer/greek-res-forecasting-project
This study considers the prediction and forecasting of solar and wind power generation on a country-wide basis for the Greek energy grid.
chasethedeer/-
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
chasethedeer/STAR
[ECCV 2020] Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"
chasethedeer/path-planning
Path planning algorithms for autonomous vehicles.
chasethedeer/TPA-LSTM
Temporal Pattern Attention for Multivariate Time Series Forecasting