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data-science-python-stack

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Optimized Python stack for data science and ML projects

Data & Analytics#python#project setup#data science#machine learning#stack
Authorvathymut
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill provides a curated, opinionated Python stack for data science and machine learning projects, ensuring a consistent and efficient workflow.

Core Features & Use Cases

  • Structured Stack: Organized into mandatory, user choice, optional, and transitive libraries to cover all aspects of data science and ML.
  • Competing Libraries: Handles cases where multiple libraries are available for the same job, allowing users to select the most appropriate option.
  • Automated Installation: Manages the installation of required libraries, ensuring compatibility and ease of use.
  • Use Case: When starting a new data science project, this Skill provides a comprehensive set of tools and resources to facilitate the entire project lifecycle.

Quick Start

Use the data-science-python-stack skill to set up your project's environment and choose the libraries for tabular data, deep learning, and more.

Dependency Matrix

Required Modules

scikit-learnskrubskoreruffpytestpytorchkeraspolarspyarrow

Components

scriptsreferencesassets

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: data-science-python-stack
Download link: https://github.com/vathymut/copilot-skills/archive/main.zip#data-science-python-stack

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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