ml_pipeline_cookiecutter/{{cookiecutter.project_name}}/README.md

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2024-04-06 13:02:31 -07:00
# Mimimal Viable Deep Learning Infrastructure
Deep learning pipelines are hard to reason about and difficult to code consistently.
Instead of remembering where to put everything and making a different choice for each project, this repository is an attempt to standardize on good defaults.
Think of it like a mini-pytorch lightening, with all the fory internals exposed for extension and modification.
## Usage
### Install:
Install the conda requirements:
```bash
make install
```
Which is a proxy for calling:
```bash
conda env updates -n ml_pipeline --file environment.yml
```
### Run:
Run the code on MNIST with the following command:
```bash
make run
```