Pytorch-forecasting Alternatives

Similar projects and alternatives to pytorch-forecasting

• darts

  2 5,613 8.1 Python pytorch-forecasting VS darts

  A python library for user-friendly forecasting and anomaly detection on time series.

  

• Prophet

  2 15,663 6.1 Python pytorch-forecasting VS Prophet

  Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

  

• InfluxDB

  www.influxdata.com

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  Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  

• neuralforecast

  4 1,292 7.2 Python pytorch-forecasting VS neuralforecast

  Scalable and user friendly neural :brain: forecasting algorithms.

  

• Lime-For-Time

  - 82 0.0 Python pytorch-forecasting VS Lime-For-Time

  Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification

• pytorch-lightning

  - 19,188 9.9 Python pytorch-forecasting VS pytorch-lightning

  Build high-performance AI models with PyTorch Lightning (organized PyTorch). Deploy models with Lightning Apps (organized Python to build end-to-end ML systems). [Moved to: https://github.com/Lightning-AI/lightning]

  

• tslearn

  - 2,434 8.0 Python pytorch-forecasting VS tslearn

  A machine learning toolkit dedicated to time-series data

  

• Informer2020

  - 3,428 2.2 Python pytorch-forecasting VS Informer2020

  The GitHub repository for the paper "Informer" accepted by AAAI 2021.

• Sonar

  www.sonarsource.com

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• uncertainty-baselines

  - 1,188 9.0 Python pytorch-forecasting VS uncertainty-baselines

  High-quality implementations of standard and SOTA methods on a variety of tasks.

  

• snntorch

  - 566 7.2 Python pytorch-forecasting VS snntorch

  Deep and online learning with spiking neural networks in Python

• Numba

  1 8,429 9.9 Python pytorch-forecasting VS Numba

  NumPy aware dynamic Python compiler using LLVM

  

• statsforecast

  1 2,414 9.6 Python pytorch-forecasting VS statsforecast

  Lightning ⚡️ fast forecasting with statistical and econometric models.

  

• nixtla

  1 444 0.0 Python pytorch-forecasting VS nixtla

  Automated ⚙️ time series forecasting.

  

• mlforecast

  1 279 3.2 Python pytorch-forecasting VS mlforecast

  Scalable machine 🤖 learning for time series forecasting.

  

• DeepSpeed

  - 9,775 9.8 Python pytorch-forecasting VS DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  

• SaaSHub

  www.saashub.com

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