AirEvaluation

AirEvaluation，GreenEyes 空气监控和阈值判断及其预测系统。

Training

Demo run:

python train.py --data_type=pm25 --model_type="WaveNet_LSTM" --attention_type="official" --sensor_index=0 --shuffle=True --stride=10

where sensor_index=0 means the No. 0 sensor's data is chosen;

stride=10 means the stride for the sliding window is 10.

Log results prefix

Default log_prefix: ~/Documents/DeepLearningData/AirEvaluation.

Use --log_prefix=. option to set the results directory here.

Evaluation

Run:

python evaluate.py --stride=10