Tom Dupré la Tour's Projects
Convolution dictionary learning for noisy signals using αCSC
Benchopt benchmark for L2-regularized Logistic Regression
Making your benchmark of optimization algorithms simple and open
Fast solver for the Lasso, sparse Logisitic regression, and Multitask Lasso
Analysis code used to create figures in Cole et al., 2017, J Neuro
Preview GitHub Markdown files like Readme locally before committing them.
Multiple-target linear models
matplotlib: plotting with Python
distributed machine learning benchmark - a public benchmark of distributed ML solvers and frameworks
MNE : Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python
experimental mne-python code
Timeseries analysis for neuroscience data
Calculate phase-amplitude coupling in Python (and Matlab).
Phase-amplitude coupling (PAC) toolbox
Color palettes for Python
Pycortex is a python-based toolkit for surface visualization of fMRI data
Tools to save during exploratory research.
scikit-learn: machine learning in Python
Python implementation of soft-DTW.
Statsmodels: statistical modeling and econometrics in Python
Tikhonov regression in python
Many practical links and some tutorials
Voxelwise modeling tutorial from the Gallantlab.