{"repo":"hughplay/DeepCodebase","free":true,"listed":false,"github":"https://github.com/hughplay/DeepCodebase","clone":"git clone https://github.com/hughplay/DeepCodebase.git","description":":building_construction: A template for deep learning projects.","language":"Python","stars":16,"topics":["codebase","docker","hydra","pytorch","pytorch-lightning","deep-learning","mnist","template"],"license":"MIT","category":"machine-learning","readme_excerpt":"A template for deep learning projects. [[Use this template]](https://github.com/hughplay/DeepCodebase/generate) [[Document]](https://hongxin2019.github.io/deepcodebase/) Pre-requirements - Docker - Nvidia-Docker - docker-compose Quick Start TLDR; We have prepare the commands in the Makefile for you: Below is the detailed instructions. 1. Create new project from template Click [[Use this template]](https://github.com/hughplay/DeepCodebase/generate) to create a new project from this template. 2. Clone the new project to local You can find the repository url in the new project page. 3. Prepare docker environment Build the docker image and launch the container with: 4. Enter the docker container Enter the container with: The docker container is our development environment. 5. Train a model Launch training with: or launch multiple training at once: 6. View results on wandb The training results will be automatically uploaded to wandb. You can view the results on wandb.ai. 7. Generate Latex table After training multiple models, you can generate a latex table with: This will generate a table like this: 8. Custom your own project Modify the code to fit your own deep learning project. Check our document for more details. 9. Commit you modifications We strongly recommend you to use pre-commit to check your code before commiting. Before you first commit, you need to install the pre-commit hook with: Then, you can commit your modifications with normal git commands. It will show you the er","default_branch":null,"files":null,"tree":[],"storefront":"/r/hughplay","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hughplay/DeepCodebase/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}