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A repo for time series analysis with univariate and numeric data.

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tsuting/llm_time_series_analysis

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Introduction

This repo is regarding time series in LLM.

We will begin by experimenting with the following three approaches using numeric and univariate time series data.

  • prompts only
  • function calling
  • code generation

Setup

  1. Install required packages: pip install -e .
  2. [Optional] Install dev packages (pre-commit hook and ruff): pip install -e .[dev]

Folder structure

├── data
├── docs # for all documents like markdown files, experimentation results
├── notebooks # for jupyter notebooks
├── src # for .py code
├── pyproject.toml # for required python packages and tool settings
├── .pre-commit-config.yaml # configuration for pre-commit hook
├── .gitignore
└── etc.

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A repo for time series analysis with univariate and numeric data.

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