itellaetxe/tractoencoder_gsoc

Translation of Jon Haitz AutoEncoder to TF-Keras. Training and comparison experiments.

TractoEncoder_GSoC

Tractogram (Auto)Encoder - Google Summer of Code 2024.

Repo to include my work of Google Summer of Code 2024, of the project: AI/ML in Diffusion MRI processing.

Project proposal link: DIPY-Conditional Tractogram Generation Based on age and neurodegeneration using autoencoder networks

How to install

1. Clone the repository
2. Install the requirements with uv, which is way faster than pip:

pip install uv

3. Create a virtual environment and install the requirements:

uv venv .venv
source .venv/bin/activate
uv pip install -e .