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PyPOTS-- Public
Forked from WenjieDu/PyPOTSA Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputatio…
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TSDB-- Public
Forked from WenjieDu/TSDBa Python toolbox loads 172 public time series datasets for machine/deep learning with a single line of code. Datasets from multiple domains including healthcare, financial, power, traffic, weather,…
Python BSD 3-Clause "New" or "Revised" License UpdatedSep 11, 2024 -
Time-Series-Library Public
Forked from thuml/Time-Series-LibraryA Library for Advanced Deep Time Series Models.
Python MIT License UpdatedMay 6, 2024 -
iTransformer Public
Forked from thuml/iTransformerOfficial implementation for "iTransformer: Inverted Transformers Are Effective for Time Series Forecasting" (ICLR 2024 Spotlight), https://openreview.net/forum?id=JePfAI8fah
Python MIT License UpdatedApr 26, 2024 -
pytorch-image-models Public
Forked from huggingface/pytorch-image-modelsPyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeX…
Python Apache License 2.0 UpdatedMar 20, 2024 -
pytorch_geometric_temporal Public
Forked from benedekrozemberczki/pytorch_geometric_temporalPyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
Python MIT License UpdatedMar 18, 2024 -
Informer2020 Public
Forked from zhouhaoyi/Informer2020The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Python Apache License 2.0 UpdatedMar 6, 2024 -
MATNet Public
Forked from cosbidev/MATNetMulti-Level Fusion and Self-Attention Transformer-Based Model for Multivariate Multi-Step Day-Ahead PV Generation Forecasting
Python MIT License UpdatedMar 5, 2024 -
Transformer-Network-for-Short-term-Photovoltaic-Power-Generation-Forecasting Public
Forked from munsif200/Transformer-Network-for-Short-term-Photovoltaic-Power-Generation-ForecastingUtilizes a Convolutional-based Transformer architecture for accurate and efficient PV power forecasting.
Python UpdatedJan 22, 2024 -
Autoformer Public
Forked from thuml/AutoformerAbout Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008
Jupyter Notebook MIT License UpdatedJan 15, 2024 -
Solar-Power-Generation-Forecast Public
Forked from Rakshitha-Ireddi/Solar-Power-Generation-ForecastWe 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 n…
Python UpdatedNov 24, 2023 -
anxious-EV-charging Public
Forked from meditateultra/anxious-EV-chargingA 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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FECAM- Public
Forked from Zero-coder/FECAMAbout Code release for "FECAM: Frequency Enhanced Channel Attention Mechanism for Time Series Forecasting" ⌚
Jupyter Notebook UpdatedSep 9, 2023 -
d2l-zh-pytorch-slides Public
Forked from d2l-ai/d2l-zh-pytorch-slidesPytorch版代码幻灯片
Jupyter Notebook UpdatedAug 18, 2023 -
STGCN_demo Public
Forked from letmesleeponit/STGCN_demoDemonstrate how to utilize Mediapipe and the STGCN model in the Docker environment.
Python UpdatedJul 30, 2023 -
ContextVAE Public
Forked from xupei0610/ContextVAE[ICRA 2024]Context-Aware Timewise VAEs for Real-Time Vehicle Trajectory Prediction
Python MIT License UpdatedJul 28, 2023 -
Implementation of CVPR2022 "Self-augmented Unpaired Image Dehazing via Density and Depth Decomposition"
Python UpdatedMay 16, 2023 -
cnn-lstm-bilstm-deepcnn-clstm-in-pytorch Public
Forked from dalinvip/cnn-lstm-bilstm-deepcnn-clstm-in-pytorchIn PyTorch Learing Neural Networks Likes CNN、BiLSTM
Python Apache License 2.0 UpdatedMar 20, 2023 -
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Multi-Strategy-Ensemble-Whale-Optimization-Algorithm Public
Forked from ZongSingHuang/Multi-Strategy-Ensemble-Whale-Optimization-AlgorithmX. 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, n…
Python MIT License UpdatedJun 9, 2022 -
transformer-Time-Series-Prediction Public
Forked from RadiantResearch/TSATTransformer based model for time series prediction
Python MIT License UpdatedMay 9, 2022 -
AltWOA Public
Forked from Rohit-Kundu/AltWOAAltruistic Whale Optimization Algorithm (AltWOA)
Python MIT License UpdatedApr 3, 2022 -
Solar-Power-Generation-Time--Series-Forecasting Public
Forked from Kushal334/Solar-Power-Generation-Time--Series-ForecastingJupyter Notebook UpdatedFeb 12, 2022 -
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Solar-Power-Generation-Forecasting Public
Forked from anantgupta129/Solar-Power-Generation-ForecastingPrediction of Solar Power Generated by a power plant using artificial neural networks
Jupyter Notebook Apache License 2.0 UpdatedJun 26, 2021 -
greek-res-forecasting-project Public
Forked from arvartho/greek-res-forecasting-projectThis study considers the prediction and forecasting of solar and wind power generation on a country-wide basis for the Greek energy grid.
Jupyter Notebook UpdatedJan 12, 2021 -
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Forked from HaaLeo/swarmlibThis repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colo…
Python BSD 3-Clause "New" or "Revised" License UpdatedDec 16, 2020 -
STAR Public
Forked from cunjunyu/STAR[ECCV 2020] Code for "Spatio-Temporal Graph Transformer Networks for Pedestrian Trajectory Prediction"
Python MIT License UpdatedNov 10, 2020