TimeGPT-1

• statsforecast

  58 3,540 8.9 Python

  Lightning ⚡️ fast forecasting with statistical and econometric models.

  

I can't find the TimeGPT-1 model.

LICENSE Apache-2

https://github.com/Nixtla/statsforecast/blob/main/LICENSE

Mentions ARIMA, ETS, CES, and Theta modeling

• intelligent-trading-bot

  25 737 8.5 Python

  Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

I agree that the conventional (numeric) forecasting can hardly benefit from the newest approaches like transformers and LLMs. I made such a conclusion while working on the intelligent trading bot [0] by experimenting with many ML algorithms. Yet, there exist some cases where transformers might provide significant advantages. They could be useful where the (numeric) forecasting is augmented with discrete event analysis and where sequences of events are important. Another use case is where certain patterns are important like those detected in technical analysis. Yet, for these cases much more data is needed.

[0] https://github.com/asavinov/intelligent-trading-bot Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering

• WorkOS

  workos.com sponsored

  The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  

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