Update ReadMe
Browse files
README.md
CHANGED
@@ -16,8 +16,9 @@ forecasters, pre-trained on publicly available time series data with various aug
|
|
16 |
fine-tuned for multi-variate forecasts with just 5% of the training data to be competitive. Refer to our [paper](https://arxiv.org/pdf/2401.03955v5.pdf) for more details.
|
17 |
|
18 |
|
19 |
-
**The current open-source version supports point forecasting use-cases ranging from minutely to hourly resolutions
|
20 |
-
(Ex. 10 min, 15 min, 1 hour,
|
|
|
21 |
|
22 |
**Note that zeroshot, fine-tuning and inference tasks using TTM can easily be executed in 1 GPU machine or in laptops too!!**
|
23 |
|
@@ -114,6 +115,9 @@ Stay tuned for these extended features.
|
|
114 |
- **Paper:** https://arxiv.org/pdf/2401.03955v5.pdf
|
115 |
- **Paper (Newer variants, extended benchmarks):** https://arxiv.org/pdf/2401.03955.pdf
|
116 |
|
|
|
|
|
|
|
117 |
|
118 |
## Uses
|
119 |
|
|
|
16 |
fine-tuned for multi-variate forecasts with just 5% of the training data to be competitive. Refer to our [paper](https://arxiv.org/pdf/2401.03955v5.pdf) for more details.
|
17 |
|
18 |
|
19 |
+
**The current open-source version supports point forecasting use-cases specifically ranging from minutely to hourly resolutions
|
20 |
+
(Ex. 10 min, 15 min, 1 hour.). Other lower resolutions (say weekly, or monthly) are currently not supported in this version, as the model needs a minimum context length of 512 or 1024. Please note that,
|
21 |
+
prepending zeros to virtually increase context length to 512 or 1024 is not allowed. Please contact us for these resolutions.**
|
22 |
|
23 |
**Note that zeroshot, fine-tuning and inference tasks using TTM can easily be executed in 1 GPU machine or in laptops too!!**
|
24 |
|
|
|
115 |
- **Paper:** https://arxiv.org/pdf/2401.03955v5.pdf
|
116 |
- **Paper (Newer variants, extended benchmarks):** https://arxiv.org/pdf/2401.03955.pdf
|
117 |
|
118 |
+
### External Blogs on TTM
|
119 |
+
- https://aihorizonforecast.substack.com/p/tiny-time-mixersttms-powerful-zerofew
|
120 |
+
- https://medium.com/@david.proietti_17/predicting-venetian-lagoon-tide-levels-with-multivariate-time-series-modeling-8bafdf229588
|
121 |
|
122 |
## Uses
|
123 |
|