print('Hello, Brain!')

# Things are consistent when one uninstall's before installing from another branch.
# !uv pip uninstall --system neuralset

# Install from the main branch.
# B = "git+https://github.com/bkowshik/neuroai.git@main"

# Install from a feature branch.
B = "git+https://github.com/bkowshik/neuroai.git@moabb-download-subjects-subset"

!uv pip install -q --system \
  "numpy<2.5" \
  "{B}#subdirectory=neuralset-repo" \
  "{B}#subdirectory=neuraltrain-repo" \
  "{B}#subdirectory=neuralbench-repo" \
  "{B}#subdirectory=neuralfetch-repo"

!uv pip freeze --system | grep neuralset

!uv pip install -q --system moabb

import neuralset as ns

ns.Study(name="Stieger2021Continuous", path=".").download(subjects=[3])