DeepOF

DeepLabCut postprocessing package

Includes:

1. Loading and parsing of data
2. Trajectory smoothing
3. Distance and angle computation
4. Velocity and acceleration computation
5. Supervised learning of known behavioural traits
6. Unsupervised behavioural exploration
7. Dimensionality reduction

• PCA / kernel PCA
• t-SNE
• CNN / LSTM autoencoders
• Variational Autoencoders