…tection Support (#39)

* Core Changed to get normal behavior in pipeline

* Transformation changed

* anomalies.py changed

* Hugginface.py changed : no restrictions token, and also has normal as input if 1-shot

* Timeseries preprocessing.py

* jsons files added for primitives

* jsons files added for primitives

* pipelines 0shot and 1shot added

* add boolean for restrict_tokens in HF

* good messages.json for prompt

* Added load_normal in sigllm.data

* Fixed load_normal in sigllm.data

* Fixed lint format

* Fixed lint format Ruff

* Fixed from review Sarah

* Fixed lint format after working on Sarah's reviews

* Dataset prompter parameters

* .jons removed from input names in 1_shot pipeline.json

* .jons removed from input names in 1_shot pipeline.json

* fix PR issues & add unittests

* add unittests for parse_anomaly_response

* remove unused functions

* add new functionality tests

* update ubuntu image

* change normal->single

* fix lint

* swap normal -> single

---------

Co-authored-by: Salim Cherkaoui <salim31@dai-desk32.lids.mit.edu>
Co-authored-by: Sarah Alnegheimish <sarahalnegheimish@gmail.com>