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How to compose a virtual environment / VENV with Python
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Classroom Contents
Essential AI Tools and Libraries - Installation Guide for Python, Git, C++, FFmpeg, CUDA, and PyTorch
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- 1 Introduction of what you will learn in Essential AI Tools and Libraries A Guide
- 2 What is command line interface cmd and how to open it
- 3 How to check and verify your default installed Python
- 4 How to verify whether Git is installed or not
- 5 How open and edit your environment path and why it is extremely important
- 6 How to edit system environment variables
- 7 How to install Python on Windows
- 8 What configuration and settings you need when installing Python for AI applications
- 9 How to see where the system is finding my installed default Python
- 10 How to install Git on Windows
- 11 How to properly install Visual Studio C++ Compile tools to solve C++ 14.0 or greater is required
- 12 InsightFace install error and how we will fix it
- 13 How to disable pip cache or purge to redownload and fix erroneous pip files download or corrupted pip cache
- 14 How to install Git Large which is necessary for Git LFS
- 15 How to check if FFmpeg is installed and set on Windows
- 16 How to install and setup FFmpeg on Windows
- 17 How to add downloaded FFmpeg exes to the system environment variables path
- 18 How will system look system variables path with which order, which Python version will get used
- 19 How to verify if your FFmpeg setup is working correctly or not
- 20 How to install CUDA Toolkit libraries on Windows
- 21 How to find other and previous CUDA Toolkit versions
- 22 Where CUDA Toolkit libraries path are added in System Environment Variables path
- 23 All about Git commands such as checkout, clone, pull, stash, pop
- 24 How to install Automatic1111 Stable Diffusion Web UI properly
- 25 How to open a CMD in that current drive directly
- 26 How to do a git clone to download the Automatic1111 Web UI or any GitHub repository
- 27 How to do a git checkout to switch different branches such as dev branch
- 28 Explanation of different branches in GitHub repository, example Automatic1111 repo
- 29 How to do git pull to update and verify latest version of a repo
- 30 How to switch back to main / master branch
- 31 When and how to use git stash and git stash pop commands
- 32 How to fix please commit your changes or stash them before you merge error
- 33 How to get back your modified file after git pull and overwrite
- 34 Python virtual environment / venv operations
- 35 How to start installation of Automatic1111 SD Web UI after git clone
- 36 How to activate any Python virtual environment / venv, example venv of Automatic1111 Web UI
- 37 How to install latest PyTorch / Torch version to Automatic1111 SD Web UI
- 38 How to uninstall any library from a VENV
- 39 How to list specific versions of any Python library to install any specific version from list
- 40 How to install specific version of PyTorch with GPU and CUDA
- 41 How to fix PyTorch / Torch with only CPU support installation
- 42 How to install older versions of PyTorch with previous CUDA and GPU
- 43 How to list certain CUDA version compatible PyTorch / Torch versions
- 44 If you are not able to find your specific version library it is due to your Python version
- 45 How to compose a virtual environment / VENV with Python
- 46 How to install different Python versions at the same time
- 47 How to copy file path directly in Windows
- 48 How to use second installed Python version
- 49 How to generate specific Python version having virtual environment / VENV
- 50 How to change your default Python version
- 51 How to install runpodctl or any exe to your system cmd
