Wind Speed Prediction using LSTMs in PyTorch (https://arxiv.org/pdf/1707.08110.pdf)
☆196Jan 14, 2018Updated 8 years ago
Alternatives and similar repositories for deep-forecast-pytorch
Users that are interested in deep-forecast-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- LSTM to predict wind speed☆54Nov 14, 2020Updated 5 years ago
- ☆18Oct 28, 2025Updated 7 months ago
- The code of the paper 'Deep Forecast : Deep Learning-based Spatio-Temporal Forecasting", ICML Time Series Workshop 2017.☆117Feb 13, 2020Updated 6 years ago
- Time series Forecasting of Wind speed based on different deep learning methods LSTM - GRU☆20Feb 19, 2021Updated 5 years ago
- Spatiotemporal graph convolutional network for wind speed prediction.☆40Apr 9, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Wind speed prediction using machine learning algorithms and time-series models☆12Jun 27, 2015Updated 10 years ago
- Wind Speed Prediction using LSTM☆13Oct 6, 2019Updated 6 years ago
- ☆26Nov 21, 2022Updated 3 years ago
- EEMD、LSTM、time series prediction、DO、Deep Learning☆90Sep 18, 2021Updated 4 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆15Nov 21, 2025Updated 6 months ago
- A new probabilistic wind speed prediction method, called Shared Weight Long Short-Term Memory Network combined with Gaussian Process Regr…☆12Nov 17, 2019Updated 6 years ago
- Variance discrepancy representation☆17May 25, 2024Updated 2 years ago
- ☆12Feb 8, 2019Updated 7 years ago
- ☆18Sep 12, 2025Updated 9 months ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- The number of sunseeds is predicted by combining phase space reconstruction with deep neural networks.☆13Jul 22, 2021Updated 4 years ago
- This repo contains Deep Learning models for wind turbine power output prediction☆21Sep 8, 2017Updated 8 years ago
- PyTorch implementation of LSTM Neural Network for Multi-time-horizon solar forecasting☆35Sep 5, 2022Updated 3 years ago
- PyTorch code for the Paper "Wind speed prediction using multidimensional convolutional neuralnetworks"☆22Jul 1, 2024Updated last year
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- A Digital Twin prototype for aircraft engine health management in order to identify possible faults and to predict its remaining useful l…☆15Feb 9, 2025Updated last year
- Contest solution for 数境创新大赛-新能源储能系统电池容量预测☆13Mar 16, 2024Updated 2 years ago
- This procedure is designed to convert csv data file format into LITTLE_R that WRFDA will ingest☆22Dec 23, 2021Updated 4 years ago
- Ensemble of CNN for multi-focus image fusion☆24Dec 22, 2023Updated 2 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Here, we present demos to analyze probabilistic power flow problems☆12Mar 2, 2018Updated 8 years ago
- A novel approach for Remaining Useful Life (RUL) prediction, combining meta-learning, knowledge discovery, and Physics-Informed Neural Ne…☆24Apr 21, 2025Updated last year
- Confidence and prediction intervals for feedforward NNs and RNNs☆27May 23, 2018Updated 8 years ago
- Code for our method CALS (Class Adaptive Label Smoothing) for network calibration. To Appear at CVPR 2023. Paper: https://arxiv.org/abs/2…☆24Jun 4, 2023Updated 3 years ago
- Code for the paper "A Novel Interpretable Model via Algorithm Unrolling for Intelligent Fault Diagnosis of Machinery"☆13Dec 14, 2024Updated last year
- PyTorch Implementation of Variational Recurrent Autoencoder☆12Sep 10, 2018Updated 7 years ago
- The code of paper "Multiscale correntropy matrix representation-based mechanical fault diagnosis under time-varying conditions"☆14May 15, 2026Updated 3 weeks ago
- MSGPT: LLM-based Semantic Prompt Framework under Multi-sensor Data for Mechanical Fault Diagnosis☆23Mar 15, 2025Updated last year
- ☆15Jan 25, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- The implementation of Multiplication Convolutional Networks (MCN) in Pytorch.☆22May 17, 2024Updated 2 years ago
- Machine learning forecast model for WxChallenge☆97Apr 10, 2020Updated 6 years ago
- Source codes for the paper "Domain generalization for rotating machinery fault diagnosis: A survey" published in Advanced Engineering Inf…☆65Jan 2, 2025Updated last year
- Deep Learning for Weather Forecasting, accepted applied data science of KDD 2019☆94Mar 24, 2023Updated 3 years ago
- Time Series Prediction with LSTM Using PyTorch☆218Jul 8, 2019Updated 6 years ago
- Conformal Prediction Intervals for Remaining Useful Lifetime Estimation (IJPHM 2023)☆20Jul 26, 2023Updated 2 years ago
- Python 建立的BP神经网络处理预测相关公交线路数据☆37Nov 5, 2017Updated 8 years ago