https://github.com/collaborative-ai/tutorial

Useful tutorials
https://github.com/collaborative-ai/tutorial

git literature-search pycharm python pytorch research

Last synced: 2 months ago
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Useful tutorials

• Host: GitHub
• URL: https://github.com/collaborative-ai/tutorial
• Owner: Collaborative-AI
• License: mit
• Created: 2024-06-16T06:50:47.000Z (6 months ago)
• Default Branch: main
• Last Pushed: 2024-09-07T09:36:35.000Z (4 months ago)
• Last Synced: 2024-10-09T19:00:22.242Z (2 months ago)
• Topics: git, literature-search, pycharm, python, pytorch, research
• Homepage:
• Size: 110 KB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Tutorial



    


        English |

        简体中文

    


Welcome to the Collaborative-AI tutorial repository! This repository contains several tutorials. Each tutorial is available in both English and Simplified Chinese. Below you will find links to each tutorial's README file.

## Table of Contents

1. [Git](#git)

2. [Literature Search](#literature-search)

3. [Python](#python)

4. [Paper Reading](#paper-reading)

5. [PyTorch](#pytorch)

6. [MongoDB](#mongodb)

## Contents

### Git

Learn the basics of Git, including installation, configuration, and essential commands. This tutorial will guide you through everything you need to start using Git for version control.



    English |

    简体中文



### Literature Search

Discover how to effectively search for academic literature using various tools and databases. This tutorial covers the methods and strategies for conducting a comprehensive literature review.



    English |

    简体中文



### Python

This tutorial will guide you through setting up a robust Python development environment using PyCharm and Anaconda. We'll cover installation steps for different operating systems, verify your existing Python installations, and configure PyCharm for efficient coding.



    English |

    简体中文



### Paper Reading

Learn how to effectively read and analyze papers. This tutorial provides strategies for understanding the structure of a paper, taking notes, critically analyzing content, and connecting the paper to your research.



    English |

    简体中文



### PyTorch

This tutorial introduces the basics of PyTorch, a popular deep learning library in Python. You'll learn how to set up PyTorch, work with tensors, build and train neural networks, and more.



    English |

    简体中文



### MongoDB

Learn how to install and configure MongoDB locally, set up MongoDB Compass for database management, and use PyMongo for Python-based database operations. This tutorial covers installation on Windows, macOS, and Linux, and includes basic and advanced operations with PyMongo.



    English |

    简体中文