pip install nimbus-bci

pip install nimbus-bci[mne]

pip install nimbus-bci[viz]

pip install nimbus-bci[softmax]

pip install nimbus-bci[all]

# Clone repository
git clone https://github.com/nimbusbci/nimbuspysdk.git
cd nimbuspysdk

# Install in editable mode with dev dependencies
pip install -e ".[dev,all]"

import nimbus_bci
print(f"nimbus-bci version: {nimbus_bci.__version__}")

# Check available core classifiers
from nimbus_bci import NimbusLDA, NimbusQDA, NimbusSTS
print("✓ Core classifiers imported successfully")

# Quick test
import numpy as np
clf = NimbusLDA()
X = np.random.randn(100, 10)
y = np.random.randint(0, 2, 100)
clf.fit(X, y)
print("✓ Basic functionality works")

nimbus-bci version: 0.4.1
✓ Core classifiers imported successfully
✓ Basic functionality works

# Works on both Intel and M1/M2/M3 Macs
pip install nimbus-bci

pip install nimbus-bci

pip install nimbus-bci

# CPU-only JAX
pip install jax[cpu]

# Then install the softmax extra
pip install nimbus-bci[softmax]

import numpy
import sklearn
import scipy

print(f"NumPy: {numpy.__version__}")
print(f"scikit-learn: {sklearn.__version__}")
print(f"SciPy: {scipy.__version__}")

pip install --upgrade mne scipy

pip install --upgrade nimbus-bci

import nimbus_bci
print(nimbus_bci.__version__)

pip uninstall nimbus-bci