Learn how TimeGPT accurately predicts electricity consumption patterns
Step 1: Initial Setup
Step 2: Read the Data
unique_id | ds | y | |
---|---|---|---|
0 | AP-AP | 2023-10-01 04:00:00+00:00 | 4042.513 |
1 | AP-AP | 2023-10-01 05:00:00+00:00 | 3850.067 |
Seasonal patterns in energy consumption.
Step 3: Forecast with TimeGPT
Time Logging Output
TimeGPT forecast compared to actual values.
Step 4: Evaluate TimeGPT
Step 5: Forecast with N-HiTS
N-HiTS Training and Forecast
N-HiTS Time Logging Output
Step 6: Evaluate N-HiTS