home/categories/machine-learning/skforecast-skforecast-skills-deep-learning-forecasting-skill-md
machine-learningdata-ai

deep-learning-forecasting

Forecasts time series using recurrent neural networks (RNN, LSTM, GRU) with ForecasterRnn and the create_and_compile_model helper. Covers model architecture, training, and multi-series deep learning. Use when the user wants to use deep learning / neural networks for time series forecasting.

skforecast
maintainer
skforecast
अपडेट किया गया 3/9/2026
स्टार
1476
फोर्क
187
quick start

Installation and usage

Forecasts time series using recurrent neural networks (RNN, LSTM, GRU) with ForecasterRnn and the create_and_compile_model helper. Covers model architecture, training, and multi-series deep learning. Use when the user wants to use deep learning / neural networks for time series forecasting.

इंस्टॉलेशन
$ install --globalskills.sh
उपयोग

इंस्टॉल करने के बाद, आप टर्मिनल में यह कमांड चलाकर इस स्किल का उपयोग कर सकते हैं:

skills use deep-learning-forecasting