ESRNN-GPU
Time series forecasting model
A PyTorch implementation of an optimized deep learning model for time series forecasting on GPUs.
PyTorch GPU implementation of the ES-RNN model for time series forecasting
319 stars
18 watching
72 forks
Language: Python
last commit: about 7 years agodeep-forecastingdeep-learninges-rnnforecastingpytorchtime-series-forecasting
Related projects:
| Repository | Description | Stars |
|---|---|---|
 mrgemy95/visual-interaction-networks-pytorch | An implementation of Deepmind's Visual Interaction Networks using PyTorch to predict future events in physical scenes. | 166 |
 wizaron/deep-forecast-pytorch | A deep learning-based framework for predicting wind speeds using LSTM networks in PyTorch. | 180 |
 jpeg729/pytorch_bits | An experimental framework for developing and testing deep learning models on time-series prediction tasks | 79 |
 l0sg/relational-rnn-pytorch | An implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling | 245 |
 benedekrozemberczki/pytorch_geometric_temporal | A PyTorch extension for building temporal graph neural networks with support for recurrent and attention-based models | 2,694 |
 4uiiurz1/pytorch-res2net | Implementations of deep learning architectures using PyTorch for image classification tasks on various datasets. | 112 |
 cauchyturing/ucr_time_series_classification_deep_learning_baseline | Developing and evaluating deep learning models for time series classification with a focus on interpretability and deployability. | 682 |
 kefirski/pytorch_tdnn | An implementation of Time Delayed Neural Networks using PyTorch | 81 |
 isht7/pytorch-deeplab-resnet | A deep learning model implementation of the DeepLab ResNet architecture for image segmentation tasks. | 602 |
 rdspring1/pytorch_gbw_lm | Trains a large-scale PyTorch language model on the 1-Billion Word dataset | 123 |
 aistream-peelout/flow-forecast | An open-source deep learning framework for time series forecasting and analysis | 2,080 |
 zalandoresearch/pytorch-dilated-rnn | Implementations of Dilated Recurrent Neural Networks in PyTorch | 211 |
 norse/norse | Deep learning framework for spiking neural networks | 685 |
 nixtla/mlforecast | A framework to perform time series forecasting using machine learning models on large datasets. | 924 |
 oyam/pytorch-dpns | PyTorch implementation of a deep learning model for image segmentation | 90 |