SEED新能源赛道:电动汽车充电站充电需求预测
test: Data visualization and a single station prediction use a single-layer RNN model
baseline+geography+workday:Added the feature of whether the date is a working day
Tasks to be completed:
- reshape the input tensor like [500,364,15] to [500*344,14,15], set the batchsize = 344. The setting of the batchsize can grant the order of the time series is correct in one batchsize . The model will correctly learn temporal features because different batches of learning are independent.
- Embeddings can be used to encode dates, and further, embeddings can be utilized to encode all features.