Stars
Comparative analysis of pairwise interactions in multivariate time series.
A unified framework for machine learning with time series
Automatic extraction of relevant features from time series:
Effects of familiar music exposure on deliberate retrieval of remote episodic and semantic memories in healthy aging adults
a Python package for unbiased estimation of timescales and hypothesis testing
A python package for interaction with time series data.
Algorithmic Feature Extraction of Respiratory Data
BAyesian Model-Building Interface (Bambi) in Python.
Fast, easy-to-use intracranial electrode localization software built entirely in MATLAB
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
A package for fitting computational models of decision making
NSCI 801 (Queen's U) Quantitative Neuroscience course materials
Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
A python package that includes many methods for decoding neural activity
⚡ A Fast, Extensible Progress Bar for Python and CLI
A class for using ML algorithms for spike prediction
Automatic spike sorting, cluster visualization, spike sorting GUIs
Official content for Harvard CS109
OpenPIV is an open source Particle Image Velocimetry analysis software written in Python and Cython
Spike-sorting and validation metric codes in MATLAB and C
📃 A list of practical projects that anyone can solve in any programming language.
Demo code for spike sorting by continuous basis pursuit