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Soufian's Projects

auto_ts icon auto_ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows.

autots icon autots

Automated Time Series Forecasting

blogs icon blogs

Centralized location of blogs, code, drafts, etc.

darts icon darts

A python library for easy manipulation and forecasting of time series.

haystack icon haystack

:mag: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!

optuna icon optuna

A hyperparameter optimization framework

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