ts1.models.single_session

Baselines fit on one session, from scratch.

Linear	Single linear layer mapping binned spike counts to task outputs.
MLP	Multi-layer perceptron mapping binned spike counts to task outputs.
GRU	Gated recurrent unit network mapping binned spike counts to task outputs.
TCN	Temporal convolutional network mapping binned spike counts to task outputs.
CEBRA	CEBRA-based neural decoding model on single-session [Schneider et al., 2023].
CEBRAEvalTrainer	Benchmark eval trainer with in-run CEBRA encoder fitting.
NDTSuperv	Single-session Transformer encoder for supervised neural decoding [Ye and Pandarinath, 2021].