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๐Ÿค– Project template for your next awesome AI project. ๐Ÿฆพ

License: Apache License 2.0

Python 98.70% Jupyter Notebook 1.30%
ai machine-learning deep-learning artificial-intelligence project-template natural-language-processing computer-vision python-template pytorch-template software-engineering best-practices pytorch pytorch-implementation hydra pytorch-lightning wandb

ai-awesome-project-template's Introduction


๐Ÿค– AI Awesome Project Template

๐Ÿ‘‹ Template author


You may want to adjust badge links in a README.md file.

ci-testing Open In Collab Code style: black license

๐Ÿ’Ž Installation with pip

Installation is as simple as running:

pip install git+https://github.com/wiktorlazarski/ai-awesome-project-template.git

โš™๏ธ Setup

Before setting up a project, make sure that the setup.py script has all setup parameters adjusted and change an ai_awesome directory name to your project name. Also, if you want to use conda environment, you may want to change its name in a conda_env.yml file. Then, follow the instruction:

# Clone repo
git clone https://github.com/wiktorlazarski/ai-awesome-project-template.git

# Go to repo directory
cd ai-awesome-project-template

# (Optional) Create virtual environment
python -m venv venv
source ./venv/bin/activate

# Install project in editable mode
pip install -e .[dev]

# (Optional but recommended) Install pre-commit hooks to preserve code format consistency
pre-commit install

๐Ÿ Setup with Anaconda or Miniconda

Before setting up a project, make sure that the setup.py script has all setup parameters adjusted and change an ai_awesome directory name to your project name. Additionally, you may want to change a default (ai_awesome_env) conda environment name in a conda_env.yml file. Then, follow the instruction:

# Clone repo
git clone https://github.com/wiktorlazarski/ai-awesome-project-template.git

# Go to repo directory
cd ai-awesome-project-template

# Create and activate conda environment
conda env create -f ./conda_env.yml
conda activate ai_awesome_env

# (Optional but recommended) Install pre-commit hooks to preserve code format consistency
pre-commit install

๐Ÿค— Happy coding !

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