Computer vision
Segmentation
Statistical models
Classification
- Sparse sensor placement optimization for classification
- Neural decoding from Kording Lab
Dimensionality reduction
- seqNMF: Mackevicius et al., eLife, 2018
- Dynamic Mode Decomposition
State space model
- Structured Inference Networks for Nonlinear State Space Models
- Bayesian learning and inference for state space models: Linderman et al., AISTATS, 2017
GLM
- Tools for spike data analysis and visualization
Spike detection
- A class for using ML algorithms for spike prediction
Tutorials
- SKLearn