Low Rank Python Packages

loralib

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"

geotorch

Constrained optimization toolkit for PyTorch

spatial-adapter

Spatial adapter for frozen predictors: low-rank residual decomposition, closed-form covariance, and kriging-style prediction.

mfa-estimator

PyPI package for MFA-based estimation in complex-valued linear inverse problems.

lowrankdensity

Lowrankdensity

musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

q-galore-torch

Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.

splora

Sparse and Low-Rank Paradigm Free Mapping.

shadowkv

shadow kv cache

sam-lora-lib

Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"