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| ### Extra Installation Direction | |
| If you want to use [Chronos](https://github.com/amazon-science/chronos-forecasting), please install the following | |
| ```bash | |
| git clone https://github.com/autogluon/autogluon | |
| cd autogluon && pip install -e timeseries/[TimeSeriesDataFrame,TimeSeriesPredictor] | |
| ``` | |
| If you want to use [MOMENT](https://github.com/moment-timeseries-foundation-model/moment), please install the following | |
| ```bash | |
| pip install momentfm # only support Python 3.11 for now | |
| ``` | |
| If you want to use [TimesFM](https://github.com/google-research/timesfm), please install the following | |
| ```bash | |
| pip install timesfm[torch] | |
| ``` | |
| If you want to use [Lag-Llama](https://github.com/time-series-foundation-models/lag-llama), please install the following | |
| ```bash | |
| gluonts[torch]<=0.14.4 | |
| ``` | |
| and download the checkpoint from [Link](https://github.com/time-series-foundation-models/lag-llama) and add the path to [Lag_Llama.py](https://github.com/TheDatumOrg/TSB-AD/blob/main/TSB_AD/models/Lag_Llama.py). |