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Svd Python Packages

Python packages with the GitHub topic svd. Sorted by relevance, with stars and monthly downloads.
NicolasHug
scikit-surprise

A Python scikit for building and analyzing recommender systems

132K 7K 1K
Yakoub-ai
neural-memory-mcp

Knowledge graph plugin for Claude Code - map your codebase into layered, navigable neural nodes

1K 2 0
munechika-koyo
cherab-inversion

Cherab inversion framework

1K 2 0
gasevi
pyreclab

pyRecLab is a library for quickly testing and prototyping of traditional recommender system methods, such as User KNN, Item KNN and FunkSVD Collaborative Filtering. It is developed and maintained by Gabriel Sepúlveda and Vicente Domínguez, advised by Prof. Denis Parra, all of them in Computer Science Department at PUC Chile, IA Lab and SocVis Lab.

990 125 31
CCampJr
crikit2

CRIKit2 is a hyperspectral imaging toolkit formerly known as the coherent Raman imaging toolkit.

922 19 13
SolomonB14D3
rho-eval

Behavioral auditing toolkit for LLMs — audit any model across 8 dimensions (factual, toxicity, bias, sycophancy, reasoning, refusal, deception, over-refusal) using teacher-forced confidence probes.

410 4 0
Benli11
ristretto

Randomized Dimension Reduction Library

392 118 26
NicolasHug
scikit-surprise-2

A Python scikit for building and analyzing recommender systems

383 7K 1K
SolomonB14D3
knowledge-fidelity

Compress LLMs while auditing whether they still know truth vs myths. SVD compression + false-belief detection in one toolkit.

365 4 0
rajaddr
simpliml

SimpliML is a versatile machine learning library designed to be a one-stop solution for the entire data lifecycle. Whether you're preparing raw data or deploying advanced predictive models, SimpliML simplifies every step of the machine learning process

250 0 0
S3-Lab-IIT
diffred

Official Implementation of "DiffRed: Dimensionality Reduction guided by stable rank"

221 9 0
Nikeshbajaj
regml

Regularization for Machine Learning-RegML GUI

146 6 2
niitsuma
delayedsparse

Efficient sparse matrix implementation for various "Principal Component Analysis"

141 12 2
Hkshoonya
spectral-kv

Up to 28x KV cache compression for LLMs via spectral SVD projection

136 0 0
gentaiscool
matrix-fact

Matrix Factorization Library

136 9 3
Praful932
tfrec

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

79 18 2
Gunale0926
sorsa

SORSA: Singular Values and Orthonormal Regularized Singular Vectors Adaptation of Large Language Models

74 39 3
WindQAQ
tfcf

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

33 94 27
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