ML Research Tools

A comprehensive toolkit for machine learning research workflows, designed to streamline common tasks in experimentation, documentation, and deployment processes.

Key Features

• LaTeX Tools: Grammar and style checker for LaTeX documents

• Document Interaction: Interactive chat with document content

• Experiment Management: Weights & Biases run logs downloader

• Kubernetes Tools: Pod port forwarding with automatic reconnection

• LLM Integration: Easy interaction with OpenAI and compatible LLMs

• Caching System: Redis-based function result caching

Getting Started

• Installation
• Configuration
• Usage

Tools

• LaTeX Grammar Tool
• Ask Document Tool
• Weights & Biases Downloader Tool
• Kubernetes Pod Forward Tool

API Reference

• API Overview
• ml_research_tools

Indices and tables

• Index

• Module Index

• Search Page