rff

Johnson-Lindenstrauss transform (JLT), random projections (RP), fast Johnson-Lindenstrauss transform (FJLT), and randomized Hadamard transform (RHT) in python 3.x

Learning with operator-valued kernels

Implementation of the preconditioned Kaczmarz method https://arxiv.org/abs/1903.01806

CA-PFL: Client-Adaptive Parameter-Efficient Fine-Tuning for Personalized Federated Learning. Features Variational Bayesian LoRA, RFF-based personalization strategies, and dynamic sparse communication for LLMs.

An early warning system for the "nowcasting" of primarily tropical landslides and mudslides using an RFF-LGCP based probabilistic model. This model is currently meant for demonstration, education, and professional uses only.

A simple and secure implementation of Chroma supporting vector, full-text, regex, and metadata search, made available on the internet via Cloudflared 🌥️

PyTorch Random Fourier Features classifier for white wine quality prediction with 3-class and binary experiments.