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PyTorchUltimateMaterial

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This repo holds material for the Udemy course "PyTorch Ultimate"

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# PytorchUltimate

This repo holds material for the Udemy course _**PyTorch Ultimate: From Basics to Cutting-Edge**_. You can find the course under [this link](https://www.udemy.com/course/pytorch-ultimate/).

# 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](https://www.anaconda.com/) and use [conda environments](https://conda.io/projects/conda/en/latest/user-guide/tasks/manage-environments.html#). 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
```

PyTorchUltimateMaterial

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