semvec/pypi-packages huggingface dataset:
FastMF 0.1.0
FastMF is a python package for microstructural property characterization using deep learning based on diffusion MRI data.
Requires Python: >=3.8,<3.11

# FastMF_public [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.10643411.svg)](https://doi.org/10.5281/zenodo.10643411) [![PyPI](https://img.shields.io/pypi/v/FastMF?label=pypi%20package)](https://pypi.org/project/FastMF//)

FastMF is a Python library designed to perform dictionary matching on diffusion MRI data to a precomputed dictionary of microstructural features, leveraging deep learning for enhanced accuracy and efficiency.
## Installation
### Prerequisites
FastMF requires [Python](https://www.python.org/) v3.8+.
### Installation Steps
To get started with FastMF, follow these simple steps to clone the repository and set up the necessary environment:

```sh
git clone https://github.com/Hyedryn/FastMF_public.git
cd FastMF_public
python -m pip install .
```
## Usage 
To familiarize yourself with its functionality, we recommend exploring the various examples provided in the \`\`**examples**\`\` folder.
cbfield-flask-app 0.1.0
A Flask Application
Requires Python: >=3.7,<4.0

# Flask Application

This is a template for a simple, containerized Flask application.

The machinary for managing this application is however significantly more sophisticated. This project uses [Just](https://github.com/casey/just?tab=readme-ov-file#dotenv-settings).

You can run the command `just` to see the scripts available. If you don't have `just` installed yet, then you can get it by running `./utilts/install-just.sh`

Little preview:

- `just build`
- `just fmt` (black & isort)
- `just lint` (mypy & pylint & flake8)
- `just test` (pytest)
- `just clean`
- `just clean-all`
- `just install-aws`
- `just install-gcloud`
- `just install-jq`
- `just publish-aws-ecr`
- `just publish-ghcr`
- `just publish-gar`
- `just publish-dockerhub`

### Starter .env

You can leave this `.env` file at the root of the repository to configure the behavior of the `justfile`:

```env
APP_NAME=flask-app
APP_PORT=5001
AWS_CODEARTIFACT_DOMAIN=main
AWS_CODEARTIFACT_DOMAIN_OWNER=000000000000
AWS_CODEARTIFACT_REPOSITORY=flask-app
AWS_DEFAULT_REGION=us-west-2
AWS_ECR_ACCOUNT_ID=000000000000
AWS_ECR_REPOSITORY=flask-app
CLOUDSDK_COMPUTE_ZONE=us-west1
CLOUDSDK_CORE_PROJECT=my-project
DOCKERHUB_NAMESPACE=my-dockerhub-username
GCLOUD_GAR_REGISTRY=main
GH_TOKEN_FILE=/Users/chris/.secret/gh_token
GHCR_TOKEN_FILE=/Users/chris/.secret/ghcr_token
GITHUB_NAMESPACE=my-github-username
LOG_LEVEL=DEBUG
PYPI_USERNAME=somebody
PYPI_TOKEN_FILE=/Users/chris/.secret/pypi_token
```