NeuralForecast 简介

User friendly state-of-the-art neural forecasting models.

NeuralForecast offers a large collection of neural forecasting models focusing on their performance, usability, and robustness. The models range from classic networks like RNN to the latest transformers: MLP, LSTM, GRU, RNN, TCN, DeepAR, NBEATS, NBEATSx, NHITS, DLinear, NLinear, TFT, Informer, AutoFormer, FedFormer, PatchTST, StemGNN, and TimesNet.

NeuralForecast 使用

安装

pip:

$ pip install neuralforecast

conda:

$ conda install -c conda-forge neuralforecast

主要功能

参考

GitHub-NeuralForecast