Datasets:
Submit evaluation results for TimesFM-3 (part 2)
Browse filesAdd zero-shot multivariate evaluation outputs for TimesFM-3 across TIME benchmark datasets.
- results/TimesFM-3/current_velocity/15T/long/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/15T/long/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/15T/medium/config.json +35 -0
- results/TimesFM-3/current_velocity/15T/medium/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/15T/medium/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/15T/short/config.json +35 -0
- results/TimesFM-3/current_velocity/15T/short/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/15T/short/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/20T/long/config.json +35 -0
- results/TimesFM-3/current_velocity/20T/long/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/20T/long/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/20T/medium/config.json +35 -0
- results/TimesFM-3/current_velocity/20T/medium/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/20T/medium/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/20T/short/config.json +35 -0
- results/TimesFM-3/current_velocity/20T/short/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/20T/short/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/5T/long/config.json +35 -0
- results/TimesFM-3/current_velocity/5T/long/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/5T/long/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/5T/medium/config.json +35 -0
- results/TimesFM-3/current_velocity/5T/medium/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/5T/medium/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/5T/short/config.json +35 -0
- results/TimesFM-3/current_velocity/5T/short/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/5T/short/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/H/long/config.json +35 -0
- results/TimesFM-3/current_velocity/H/long/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/H/long/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/H/medium/config.json +35 -0
- results/TimesFM-3/current_velocity/H/medium/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/H/medium/predictions.npz +3 -0
- results/TimesFM-3/current_velocity/H/short/config.json +35 -0
- results/TimesFM-3/current_velocity/H/short/metrics.npz +3 -0
- results/TimesFM-3/current_velocity/H/short/predictions.npz +3 -0
- results/TimesFM-3/epf_electricity_price/H/long/config.json +35 -0
- results/TimesFM-3/epf_electricity_price/H/long/metrics.npz +3 -0
- results/TimesFM-3/epf_electricity_price/H/long/predictions.npz +3 -0
- results/TimesFM-3/epf_electricity_price/H/medium/config.json +35 -0
- results/TimesFM-3/epf_electricity_price/H/medium/metrics.npz +3 -0
- results/TimesFM-3/epf_electricity_price/H/medium/predictions.npz +3 -0
- results/TimesFM-3/epf_electricity_price/H/short/config.json +35 -0
- results/TimesFM-3/epf_electricity_price/H/short/metrics.npz +3 -0
- results/TimesFM-3/epf_electricity_price/H/short/predictions.npz +3 -0
results/TimesFM-3/current_velocity/15T/long/metrics.npz
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results/TimesFM-3/current_velocity/15T/long/predictions.npz
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results/TimesFM-3/current_velocity/15T/medium/config.json
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@@ -0,0 +1,35 @@
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{
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"dataset_config": "current_velocity/15T/medium",
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"num_series": 5,
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"num_windows": 15,
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"num_variates": 6,
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"prediction_length": 96,
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"num_quantiles": 9,
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"quantile_levels": [
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"freq": "15T",
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"seasonality": 96,
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"context_length": 15360,
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"metric_names": [
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"MSE",
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"MAE",
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"RMSE",
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"MAPE",
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"sMAPE",
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"MASE",
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"ND",
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"CRPS"
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"prediction_scale_factor": 1.0,
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| 33 |
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"model": "TimesFM-3",
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"use_variate_attention": true
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| 35 |
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}
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results/TimesFM-3/current_velocity/15T/medium/metrics.npz
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size 28262
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results/TimesFM-3/current_velocity/15T/medium/predictions.npz
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size 472781
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results/TimesFM-3/current_velocity/15T/short/config.json
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{
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"dataset_config": "current_velocity/15T/short",
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"num_series": 5,
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"num_windows": 120,
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"num_variates": 6,
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"prediction_length": 12,
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"num_quantiles": 9,
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"quantile_levels": [
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"freq": "15T",
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"seasonality": 96,
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"context_length": 15360,
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"metric_names": [
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"MSE",
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"MAE",
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"RMSE",
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"MAPE",
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"sMAPE",
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"MASE",
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"ND",
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"CRPS"
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],
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"prediction_scale_factor": 1.0,
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"model": "TimesFM-3",
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"use_variate_attention": true
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}
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results/TimesFM-3/current_velocity/15T/short/metrics.npz
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size 208663
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results/TimesFM-3/current_velocity/15T/short/predictions.npz
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size 514142
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results/TimesFM-3/current_velocity/20T/long/config.json
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{
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"dataset_config": "current_velocity/20T/long",
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"num_series": 27,
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| 4 |
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"num_windows": 5,
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| 5 |
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"num_variates": 6,
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| 6 |
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"prediction_length": 216,
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| 7 |
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"num_quantiles": 9,
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"quantile_levels": [
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"freq": "20T",
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"seasonality": 72,
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"context_length": 15360,
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"metric_names": [
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| 23 |
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"MSE",
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| 24 |
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"MAE",
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| 25 |
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"RMSE",
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| 26 |
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"MAPE",
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| 27 |
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"sMAPE",
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| 28 |
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"MASE",
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| 29 |
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"ND",
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| 30 |
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"CRPS"
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| 31 |
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],
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| 32 |
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"prediction_scale_factor": 1.0,
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| 33 |
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"model": "TimesFM-3",
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| 34 |
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"use_variate_attention": true
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| 35 |
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}
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results/TimesFM-3/current_velocity/20T/long/metrics.npz
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results/TimesFM-3/current_velocity/20T/long/predictions.npz
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results/TimesFM-3/current_velocity/20T/medium/config.json
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{
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"dataset_config": "current_velocity/20T/medium",
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"num_series": 27,
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"num_windows": 15,
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"num_variates": 6,
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"prediction_length": 72,
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"num_quantiles": 9,
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"quantile_levels": [
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"freq": "20T",
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| 20 |
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"seasonality": 72,
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| 21 |
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"context_length": 15360,
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| 22 |
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"metric_names": [
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| 23 |
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"MSE",
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| 24 |
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"MAE",
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| 25 |
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"RMSE",
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| 26 |
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"MAPE",
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| 27 |
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"sMAPE",
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| 28 |
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"MASE",
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| 29 |
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"ND",
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| 30 |
+
"CRPS"
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| 31 |
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],
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| 32 |
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"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "TimesFM-3",
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| 34 |
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"use_variate_attention": true
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| 35 |
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}
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results/TimesFM-3/current_velocity/20T/medium/metrics.npz
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version https://git-lfs.github.com/spec/v1
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size 143707
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results/TimesFM-3/current_velocity/20T/medium/predictions.npz
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version https://git-lfs.github.com/spec/v1
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size 2095125
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results/TimesFM-3/current_velocity/20T/short/config.json
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{
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"dataset_config": "current_velocity/20T/short",
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"num_series": 27,
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| 4 |
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"num_windows": 120,
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| 5 |
+
"num_variates": 6,
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| 6 |
+
"prediction_length": 9,
|
| 7 |
+
"num_quantiles": 9,
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| 8 |
+
"quantile_levels": [
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0.1,
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0.2,
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| 11 |
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0.3,
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0.4,
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| 13 |
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0.5,
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0.6,
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+
0.7,
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| 16 |
+
0.8,
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0.9
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],
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"freq": "20T",
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| 20 |
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"seasonality": 72,
|
| 21 |
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"context_length": 15360,
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| 22 |
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"metric_names": [
|
| 23 |
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"MSE",
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| 24 |
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"MAE",
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| 25 |
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"RMSE",
|
| 26 |
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"MAPE",
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| 27 |
+
"sMAPE",
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| 28 |
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"MASE",
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| 29 |
+
"ND",
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| 30 |
+
"CRPS"
|
| 31 |
+
],
|
| 32 |
+
"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "TimesFM-3",
|
| 34 |
+
"use_variate_attention": true
|
| 35 |
+
}
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results/TimesFM-3/current_velocity/20T/short/metrics.npz
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| 1 |
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results/TimesFM-3/current_velocity/20T/short/predictions.npz
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results/TimesFM-3/current_velocity/5T/long/config.json
ADDED
|
@@ -0,0 +1,35 @@
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|
| 3 |
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|
| 4 |
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|
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results/TimesFM-3/current_velocity/5T/long/metrics.npz
ADDED
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results/TimesFM-3/current_velocity/5T/long/predictions.npz
ADDED
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@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/5T/medium/config.json
ADDED
|
@@ -0,0 +1,35 @@
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|
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|
| 3 |
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|
| 4 |
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|
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|
| 22 |
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| 26 |
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| 27 |
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| 28 |
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| 29 |
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|
| 31 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
results/TimesFM-3/current_velocity/5T/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/5T/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/5T/short/config.json
ADDED
|
@@ -0,0 +1,35 @@
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|
| 3 |
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|
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| 28 |
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| 29 |
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| 31 |
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|
| 33 |
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|
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|
| 35 |
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|
results/TimesFM-3/current_velocity/5T/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/5T/short/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/H/long/config.json
ADDED
|
@@ -0,0 +1,35 @@
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{
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|
| 3 |
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|
| 4 |
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|
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| 23 |
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| 28 |
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|
| 33 |
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|
| 34 |
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|
| 35 |
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|
results/TimesFM-3/current_velocity/H/long/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/H/long/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/H/medium/config.json
ADDED
|
@@ -0,0 +1,35 @@
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|
| 1 |
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{
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| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
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|
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|
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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| 25 |
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|
| 26 |
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|
| 27 |
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|
| 28 |
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|
| 29 |
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|
| 30 |
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|
| 31 |
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],
|
| 32 |
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|
| 33 |
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"model": "TimesFM-3",
|
| 34 |
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|
| 35 |
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}
|
results/TimesFM-3/current_velocity/H/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 31674
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results/TimesFM-3/current_velocity/H/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/current_velocity/H/short/config.json
ADDED
|
@@ -0,0 +1,35 @@
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|
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|
| 1 |
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{
|
| 2 |
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|
| 3 |
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|
| 4 |
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|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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|
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|
| 15 |
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|
| 16 |
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|
| 17 |
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|
| 18 |
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|
| 19 |
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"freq": "H",
|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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"MAE",
|
| 25 |
+
"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
+
"ND",
|
| 30 |
+
"CRPS"
|
| 31 |
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|
| 32 |
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"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "TimesFM-3",
|
| 34 |
+
"use_variate_attention": true
|
| 35 |
+
}
|
results/TimesFM-3/current_velocity/H/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
|
|
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results/TimesFM-3/current_velocity/H/short/predictions.npz
ADDED
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size 1144212
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results/TimesFM-3/epf_electricity_price/H/long/config.json
ADDED
|
@@ -0,0 +1,35 @@
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| 1 |
+
{
|
| 2 |
+
"dataset_config": "epf_electricity_price/H/long",
|
| 3 |
+
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|
| 4 |
+
"num_windows": 15,
|
| 5 |
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|
| 6 |
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|
| 7 |
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| 19 |
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|
| 20 |
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|
| 21 |
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"context_length": 15360,
|
| 22 |
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"metric_names": [
|
| 23 |
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"MSE",
|
| 24 |
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|
| 25 |
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"RMSE",
|
| 26 |
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"MAPE",
|
| 27 |
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|
| 28 |
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"MASE",
|
| 29 |
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|
| 30 |
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|
| 31 |
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| 32 |
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"prediction_scale_factor": 1.0,
|
| 33 |
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"model": "TimesFM-3",
|
| 34 |
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"use_variate_attention": true
|
| 35 |
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|
results/TimesFM-3/epf_electricity_price/H/long/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
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results/TimesFM-3/epf_electricity_price/H/long/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 176679
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results/TimesFM-3/epf_electricity_price/H/medium/config.json
ADDED
|
@@ -0,0 +1,35 @@
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|
| 1 |
+
{
|
| 2 |
+
"dataset_config": "epf_electricity_price/H/medium",
|
| 3 |
+
"num_series": 5,
|
| 4 |
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"num_windows": 35,
|
| 5 |
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"num_variates": 1,
|
| 6 |
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|
| 7 |
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|
| 8 |
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| 9 |
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|
| 18 |
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|
| 19 |
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|
| 20 |
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|
| 21 |
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"context_length": 15360,
|
| 22 |
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"metric_names": [
|
| 23 |
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"MSE",
|
| 24 |
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"MAE",
|
| 25 |
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"RMSE",
|
| 26 |
+
"MAPE",
|
| 27 |
+
"sMAPE",
|
| 28 |
+
"MASE",
|
| 29 |
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"ND",
|
| 30 |
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"CRPS"
|
| 31 |
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],
|
| 32 |
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"prediction_scale_factor": 1.0,
|
| 33 |
+
"model": "TimesFM-3",
|
| 34 |
+
"use_variate_attention": true
|
| 35 |
+
}
|
results/TimesFM-3/epf_electricity_price/H/medium/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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size 12173
|
results/TimesFM-3/epf_electricity_price/H/medium/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 176799
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results/TimesFM-3/epf_electricity_price/H/short/config.json
ADDED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
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"dataset_config": "epf_electricity_price/H/short",
|
| 3 |
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|
| 4 |
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"num_windows": 105,
|
| 5 |
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|
| 6 |
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|
| 7 |
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|
| 8 |
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| 9 |
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| 19 |
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|
| 20 |
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|
| 21 |
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|
| 22 |
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|
| 23 |
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|
| 24 |
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|
| 25 |
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|
| 26 |
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|
| 27 |
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"sMAPE",
|
| 28 |
+
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|
| 29 |
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|
| 30 |
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|
| 31 |
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|
| 32 |
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"prediction_scale_factor": 1.0,
|
| 33 |
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"model": "TimesFM-3",
|
| 34 |
+
"use_variate_attention": true
|
| 35 |
+
}
|
results/TimesFM-3/epf_electricity_price/H/short/metrics.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 32210
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results/TimesFM-3/epf_electricity_price/H/short/predictions.npz
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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