torchhd.classifiers

Classifier	Base class for all classifiers
Vanilla	Baseline centroid classifier.
AdaptHD	Implements AdaptHD: Adaptive Efficient Training for Brain-Inspired Hyperdimensional Computing.
OnlineHD	Implements OnlineHD: Robust, Efficient, and Single-Pass Online Learning Using Hyperdimensional System.
NeuralHD	Implements Scalable edge-based hyperdimensional learning system with brain-like neural adaptation.
DistHD	Implements DistHD: A Learner-Aware Dynamic Encoding Method for Hyperdimensional Classification.
CompHD	Implements CompHD: Efficient Hyperdimensional Computing Using Model Compression.
SparseHD	Implements SparseHD: Algorithm-Hardware Co-optimization for Efficient High-Dimensional Computing.
QuantHD	Implements QuantHD: A Quantization Framework for Hyperdimensional Computing.
LeHDC
IntRVFL	Implements Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks.