v0.6.0

[jmoralez]

Breaking changes

• Removed TimeGPT class in favor of NixtlaClient.
• Removed NixtlaClient.validate_token method in favor of NixtlaClient.validate_api_key.
• Removed short-horizon and long-horizon models in favor of timegpt-1 and timegpt-1-long-horizon respectively.
• Removed fewshot_steps and fewshot_loss in favor of finetune_steps and finetune_loss respectively.
• Removed TIMEGPT_TOKEN environment variable in favor of NIXTLA_API_KEY.
• Timestamps in the time_col preserve their type in the outputs (timestamp), previously they were cast to string.
• Gaps in series are not filled anymore, in line with our documentation. Please use the fill_gaps function if you require to do so.
• NixtlaClient.weights_x is now a list of lists if num_partitions != None, where each element corresponds to the weights for a specific partition.

Features

• feat: call v2 endpoints by @jmoralez in feat: call v2 endpoints #429
• feat: orjson serialization by @jmoralez in feat: orjson serialization #452
• [FEAT] Add historical exogenous by @elephaint in [FEAT] Add historical exogenous #453
• FEAT: Add feature contributions as attribute and tutorial on how to use by @marcopeix in FEAT: Add feature contributions as attribute and tutorial on how to use #448
• [FEAT] - Raise error when payload is too large and suggest number of partitions by @marcopeix in [FEAT] - Raise error when payload is too large and suggest number of partitions #456

Bug fixes

• fix: removed data input restriction during cross validation finetune by @Yibei990826 in fix: removed data input restriction during cross validation finetune #426

Enhancements

• feat: use TypeVar for dataframes by @jmoralez in feat: use TypeVar for dataframes #443
• feat: set supported_models using base_url by @jmoralez in feat: set supported_models using base_url #450
• feat: suggest earlier version for azure endpoints by @jmoralez in feat: suggest earlier version for azure endpoints #457

Documentation

• updating excel docs with some more information by @tracykteal in updating excel docs with some more information #414
• updating FAQ for fee information and Azure being available by @tracykteal in updating FAQ for fee information and Azure being available #412
• Update 03_excel_addin.ipynb by @tracykteal in Update 03_excel_addin.ipynb #416
• [DOC] - Rephrase the sentence for specific loss function by @marcopeix in [DOC] - Rephrase the sentence for specific loss function #436
• docs(readme): getting started by @mergenthaler in docs(readme): getting started #438
• Adding activate trial link in intro by @tracykteal in Adding activate trial link in intro #417
• [DOC] - Add instructions on saving figures when not working in notebooks by @marcopeix in [DOC] - Add instructions on saving figures when not working in notebooks #454
• [BUG]: close img tag in introduction notebook by @marcopeix in [BUG]: close img tag in introduction notebook #441
• docs: add polars quickstart by @jmoralez in docs: add polars quickstart #447

Full Changelog: v0.5.2...v0.6.0

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This discussion was created from the release v0.6.0.