1DConv LSTM

DataFunTalk

Mar 15, 2023 · Artificial Intelligence

Predicting Sunspot Activity with CnosDB and a TensorFlow 1DConv‑LSTM Model

This article demonstrates how to store monthly sunspot numbers in the CnosDB time‑series database and use TensorFlow to build a 1DConv‑LSTM neural network for forecasting sunspot activity, covering data import, database insertion, train‑test splitting, model definition, training, and result visualization.