PytorchUltimate

This repo holds material for the Udemy course PyTorch Ultimate: From Basics to Cutting-Edge. You can find the course under this link.

Environment Installation

There are two ways to install the environment: 1. Using venv 2. Using conda

1. venv Environment Installation

Mac, Linux

python3 -m venv venv
source venv/bin/activate
pip install --upgrade pip
pip install -r requirements_py3.txt

Windows

python -m venv venv
.\venv\Scripts\activate
pip install -r requirements_py3.txt

2. Conda Environment Installation

We work with Anaconda and use conda environments. You can replicate my environment by running:

C:\...> conda env create -f pytorch.yml

Environment Installation from scratch

If the installation from yml file fails, you can install the environment manually by running these commands:

C:\...> conda create -n pytorch python=3.10
C:\...> conda activate pytorch
(pytorch) C:\...> conda install pytorch torchvision torchaudio cpuonly -c pytorch
(pytorch) C:\...> conda install ipykernel
(pytorch) C:\...> conda install -c anaconda seaborn
(pytorch) C:\...> conda install scikit-learn
(pytorch) C:\...> $ conda install -c conda-forge detecto