Salvo-zizzi/Image-compression

Image compression with dimensionality reduction tecnics

Language: Jupyter Notebook - Size: 667 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Zilong-Li/PCAone

Fast, Accurate and Memory-Efficient Principal Component Analysis For Tera-scale Dataset

Language: C++ - Size: 12 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 45 - Forks: 3

Aries921wu/Highly-Robust-Movie-Recommendation-engine

A highly sophisticated, tested, robust and procedural recommender.

Language: Python - Size: 35.7 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

CSFelix/recommendation-system

✨ Recommendation Systems Using Diverse Techniques ✨

Language: Jupyter Notebook - Size: 27.4 MB - Last synced at: 3 days ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

CSFelix/nlp-2.1-matrix-decomposition

💬 Algorithms to Decompose Matrices

Language: Jupyter Notebook - Size: 1.47 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

Mojne/semantic-index

Lightweight, single-file vector database for experiments and small projects.

Language: C# - Size: 42 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

giladodinak/mlinc

Machine Learning from scratch in C

Language: C - Size: 5.55 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 1

reianrafi/nlp-2.1-matrix-decomposition

💬 Algorithms to Decompose Matrices

Size: 1.42 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

johsteffens/beth

Streamlining Software Design

Language: C - Size: 8.16 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 3 - Forks: 1

SingleRust/single-algebra

Language: Rust - Size: 315 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

apachecn/ailearning

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Language: Python - Size: 163 MB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 40,697 - Forks: 11,545

RoyiAvital/Projects

Various Small Projects on Various Subjects

Language: MATLAB - Size: 29.1 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 20 - Forks: 10

NicolasHug/Surprise

A Python scikit for building and analyzing recommender systems

Language: Python - Size: 6.65 MB - Last synced at: 8 days ago - Pushed at: 11 months ago - Stars: 6,600 - Forks: 1,031

ZigEmbeddedGroup/regz 📦

Generate zig code from ATDF or SVD files for microcontrollers.

Language: Zig - Size: 5.95 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 85 - Forks: 28

Bhasha03/Highly-Robust-Movie-Recommendation-engine

A highly sophisticated, tested, robust and procedural recommender.

Language: Python - Size: 0 Bytes - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 1 - Forks: 0

juyongjiang/KaSA

[ICLR'25] Code for KaSA, an official implementation of "KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models"

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: 7 days ago - Pushed at: 4 months ago - Stars: 14 - Forks: 2

sdl60660/letterboxd_recommendations

Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username

Language: Python - Size: 6.58 GB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 305 - Forks: 25

pvti/Awesome-Tensor-Decomposition

😎 A curated list of tensor decomposition resources for model compression.

Size: 352 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 62 - Forks: 7

km1994/AwesomeMultiModel

【AIGC 实战入门笔记 —— AIGC 摩天大楼】分享 大语言模型（LLMs），大模型高效微调（SFT）,检索增强生成（RAG），智能体（Agent），PPT自动生成, 角色扮演，文生图（Stable Diffusion） ，图像文字识别（OCR），语音识别（ASR），语音合成（TTS），人像分割（SA），多模态（VLM），Ai 换脸(Face Swapping), 文生视频(VD)，图生视频（SVD），Ai 动作迁移，Ai 虚拟试衣，数字人，全模态理解（Omni），Ai音乐生成 干货学习 等 实战与经验。

Size: 4.88 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 3 - Forks: 0

ivan-pi/fortran_lsp

Fortran routines from "Solving Least Squares Problems" by C. Lawson and R. Hanson (1995)

Language: Fortran - Size: 62.5 KB - Last synced at: 1 day ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 2

mheriyanto/MH1DDC

:earth_asia: MH1DDC is inversion software using Levenberg-Marquardt (LM) and Singular Value Decomposition (SVD) of one-dimension DC resistivity in MATLAB.

Language: MATLAB - Size: 1.09 MB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 3

venovako/JKogb

The J-Kogbetliantz algorithm for the hyperbolic singular value decomposition (HSVD).

Language: Fortran - Size: 661 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

venovako/VecJac

Vectorization of the Jacobi-type methods for the SVD and the EVD

Language: C - Size: 538 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 2 - Forks: 0

BaoPhuc1311/BookRecommender

Recommending books based on user ratings

Language: Jupyter Notebook - Size: 294 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0

venovako/JACSD

Some utilities for the Jacobi-type SVD algorithms and beyond, plus a Cosine-Sine Decomposition tester.

Language: Fortran - Size: 4.59 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 4 - Forks: 1

Reference-LAPACK/lapack

LAPACK development repository

Language: Fortran - Size: 32.6 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 1,618 - Forks: 458

dselivanov/rsparse

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

Language: R - Size: 1.09 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 175 - Forks: 31

adityak714/scientific-computations

A collection of projects done individually, and with a peer, in Stochastic and Deterministic Simulations, Least Squares Analysis, and the usage of Singular Value Decomposition for Low-Rank Image Compression, as well as in Pattern Recognition, as part of a master's level course in Scientific Computing at Uppsala University.

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 0 - Forks: 0

MaxHalford/prince

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

Language: Python - Size: 8.34 MB - Last synced at: 28 days ago - Pushed at: 2 months ago - Stars: 1,340 - Forks: 184

docsallover/music-recommendation

Machine Learning Music Recommendation System: Hybrid Approach (Content & SVD) with Flask

Language: Python - Size: 4.08 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

hlorenzo/ddsPLS

Analysis of multi-block supervised problems thanks to SVD-based methods permitting variable selection.

Language: R - Size: 18.9 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 2

danilosalvati/svd-js

A simple library to compute Singular Value Decomposition as explained in "Singular Value Decomposition and Least Squares Solutions. By G.H. Golub et al."

Language: JavaScript - Size: 972 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 39 - Forks: 3

postspectacular/cmsis-svd-srcgen

Extensible ARM CMSIS SVD spec based, multi-language source code generator

Language: XSLT - Size: 12.7 KB - Last synced at: 27 days ago - Pushed at: over 9 years ago - Stars: 18 - Forks: 1

Zilong-Li/PCAoneR

Window based randomized singular value decomposition (winSVD)

Language: R - Size: 9.32 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 5 - Forks: 1

h2oai/h2o4gpu

H2Oai GPU Edition

Language: C++ - Size: 26.6 MB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 465 - Forks: 94

j2kun/svd

Python code implementing the power method for Singular Value Decomposition

Language: Python - Size: 5.66 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 104 - Forks: 38

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

Language: Python - Size: 92.8 KB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

NoisyWinds/Recommend

Python 3.6 下的推荐算法解析，尽量使用简单的语言剖析原理，相似度度量、协同过滤、矩阵分解等

Language: Python - Size: 3.69 MB - Last synced at: 19 days ago - Pushed at: almost 7 years ago - Stars: 105 - Forks: 36

erichson/rSVD

Randomized Matrix Decompositions using R

Language: R - Size: 27.5 MB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 99 - Forks: 25

khyatimahendru/Dimensionality-Reduction

This is an implementation of 3 dimensionality reduction techniques - PCA, SVD, and tSNE for visualization of high dimensional data in 2D and 3D.

Language: Jupyter Notebook - Size: 5.79 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 1

bwlewis/irlba

Fast truncated singular value decompositions

Language: R - Size: 2.63 MB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 129 - Forks: 17

KinglittleQ/torch-batch-svd

A 100x faster SVD for PyTorch⚡️

Language: C++ - Size: 48.8 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 465 - Forks: 36

erichson/ristretto

Randomized Dimension Reduction Library

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 24 days ago - Pushed at: about 4 years ago - Stars: 115 - Forks: 26

mlodyjesienin/Computational-Methods-2024

Solutions and projects for Computational Methods in Science & Technology course, covering many topics.

Language: Jupyter Notebook - Size: 192 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

microsoft/ISLE 📦

This repository provides code for SVD and Importance sampling-based algorithms for large scale topic modeling.

Language: C++ - Size: 11.1 MB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 14 - Forks: 14

Praful932/Kitabe

Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩

Language: HTML - Size: 222 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 171 - Forks: 153

zhezhaoa/ngram2vec

Four word embedding models implemented in Python. Supporting arbitrary context features

Language: Python - Size: 722 KB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 849 - Forks: 174

Gunale0926/SORSA

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

Language: Python - Size: 4.39 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 40 - Forks: 4

saadabdullah-15/Recommender_System_Ecommerce

A machine learning-based recommender system for e-commerce products, built using collaborative filtering techniques (User-User & Item-Item CF), SVD-based matrix factorization, and correlation-based recommendations to enhance product discovery and user experience.

Language: Jupyter Notebook - Size: 311 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

sacrover/ml

Language: HTML - Size: 8.18 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

SaniyaAbushakimova/Walmart-Store-Sales-Forecast

Forecasting weekly sales for Walmart stores using regression models and time-series analysis. Implemented feature engineering, Singular Value Decomposition (SVD) for noise reduction, and holiday sales adjustments to improve accuracy. Evaluated using Weighted Absolute Error (WAE). Tech: Python (numpy, pandas, statsmodels.api, patsy, datetime)

Language: Python - Size: 29.5 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

trgiangdo/fast_recsys

Accelerated Recommendation System on the rating prediction problem using Numba library.

Language: Python - Size: 172 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

ikajdan/collaborative_filtering_benchmarking

Benchmarks of collaborative filtering techniques and optimizing K-NN and SVD for recommendation accuracy

Language: Python - Size: 1.03 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

PasaOpasen/Wave-animation-from-svd

Unpack svd files and creating animation of running waves

Language: Python - Size: 46.3 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

jiangnanboy/recommendation_methods

个性化推荐模型，主要包括als、als_wr、biaslfm、lfm、nmf、svdpp、基于内容、基于内容回归、user-cf、item-cf、slopeone、关联规则以及基于内容和cf的混合等模型。

Language: Python - Size: 8.77 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 31 - Forks: 6

toshas/sttp

Spectral Tensor Train Parameterization of Deep Learning Layers

Language: Python - Size: 14.4 MB - Last synced at: 21 days ago - Pushed at: almost 4 years ago - Stars: 15 - Forks: 2

Relostar-Devil/Movie-Recommendation

Based on Netflix Kaggle Competition, this model breaks down the user-movie rating matrix into latent factors that capture underlying patterns in user preferences and movie attributes allowing the model to predict missing ratings—essentially reconstructing the original matrix by approximating user preferences.

Language: Jupyter Notebook - Size: 21.5 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

yixuan/RSpectra

R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems

Language: C++ - Size: 354 KB - Last synced at: about 9 hours ago - Pushed at: 10 months ago - Stars: 81 - Forks: 12

materight/therapy-recommender-system

An hybrid recommender systems for suggesting medical therapies, based on matrix factorization and collaborative filtering.

Language: Python - Size: 13 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

m-labs/dslite2svd

Converter of register descriptions from the TI DSLite format to CMSIS SVD format

Language: Rust - Size: 2.35 MB - Last synced at: 3 days ago - Pushed at: almost 2 years ago - Stars: 35 - Forks: 8

perazz/fortran-lapack

Modern Fortran Linear Algebra library

Language: Fortran - Size: 283 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 35 - Forks: 3

mielutzio/svd

2D Visualization of Singular Value Decomposition

Language: Python - Size: 122 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

pngo1997/Joke-Recommender-System-Image-Segmentation-Clustering

Create an Item based collaborative filtering Recommender System and Image Segmentation Clustering.

Language: Jupyter Notebook - Size: 396 KB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

CNevd/DeepLearning-MXNet

MXNet for CTR

Language: Python - Size: 21.4 MB - Last synced at: 23 days ago - Pushed at: over 7 years ago - Stars: 50 - Forks: 29

jakeoeding/eigenfaces

Simple facial recognition with eigenfaces

Language: Python - Size: 4.99 MB - Last synced at: 3 months ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

WindQAQ/tf-recsys

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.

Language: Python - Size: 24.4 KB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 94 - Forks: 27

RoyalAnh/Fast_RS

Accelerated Recommendation System on the rating prediction problem using Numba library.

Language: Python - Size: 48.8 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Ivagnesmanuel/Big-data-computing-homework

Big data computing homework

Language: Shell - Size: 939 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

arashsm79/applied-linear-algebra-lab

Collection of step-by-step programming exercises to introduce students to the applications of linear algebra.

Language: Jupyter Notebook - Size: 36.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 1

kojen-coder/spotify-music-recommender

Forecasting the top 10 songs for Spotify users by building a hybrid model that combines tuned user-user and item-item similarity-based techniques. Provided a detailed cost-benefit analysis and strategic implementation recommendations.

Language: Jupyter Notebook - Size: 2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

outpost-os/outpost-svd

SVD parser and source code generator using jinja

Language: Meson - Size: 2.36 MB - Last synced at: 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 3

navdeep-G/dimreduce4gpu

Dimensionality reduction ("dimreduce") on GPUs ("4gpu")

Language: Cuda - Size: 118 KB - Last synced at: 26 days ago - Pushed at: 6 months ago - Stars: 2 - Forks: 1

nlacey111/Numerical-Analysis

Including work from undergrad and graduate numerical analysis I and II.

Language: Jupyter Notebook - Size: 273 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

mdsalnikov/svd4gcn 📦

Singular Value Decomposition for prevention of the Graph Convolutional Network overfitting

Language: Jupyter Notebook - Size: 6.13 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

chaoyangnz/svd-gen

CMSIS-SVD parser & generator: peripherals and register access for language bindings like Zig, Rust, C..

Language: Go - Size: 16.2 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

S3-Lab-IIT/DiffRed

[AISTATS 2024] DiffRed: Dimensionality Reduction guided by stable rank

Language: Jupyter Notebook - Size: 113 MB - Last synced at: 17 days ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 0

dean-sh/Movie-Recommender-System

A movie recommender system based on MovieLens (20M) dataset and FunkSVD algorithm

Language: Jupyter Notebook - Size: 8.33 MB - Last synced at: 15 days ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 3

benedekrozemberczki/GraRep

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

Language: Python - Size: 6.88 MB - Last synced at: 29 days ago - Pushed at: over 2 years ago - Stars: 64 - Forks: 25

benedekrozemberczki/BANE

A sparsity aware implementation of "Binarized Attributed Network Embedding" (ICDM 2018).

Language: Python - Size: 797 KB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 87 - Forks: 17

sammedkamate/movie-recommender-system

Language: Jupyter Notebook - Size: 15.1 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

petermchale/math105A

Numerical analysis course in Python

Language: Jupyter Notebook - Size: 102 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 22 - Forks: 19

iamdebasishdas123/Hybrid_Recommendation_System

This project implements a Recommendation System using data ingestion, preprocessing, and recommendation generation workflows.

Language: Jupyter Notebook - Size: 31.3 KB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

venovako/hz-gsvd

The Hari–Zimmermann variant of the Falk–Langemeyer algorithm for the generalized SVD.

Language: Fortran - Size: 203 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

andrewssobral/redsvd

redsvd - RandomizED Singular Value Decomposition

Language: C++ - Size: 532 KB - Last synced at: 28 days ago - Pushed at: about 5 years ago - Stars: 5 - Forks: 3

lepsch/dart_lapack

Pure Dart implementation of LAPACK (Linear Algebra PACKage).

Language: Dart - Size: 79.4 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

sijuswamy/ks_siju_CB.AI.R4CEN24003_Computational-Mathematics-for-DataScience

Repository for Final Evaluation of Assignments and Project

Language: JavaScript - Size: 73.7 MB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

gramian/hapod 📦

HAPOD - Hierarchical Approximate Proper Orthogonal Decomposition

Language: MATLAB - Size: 26.4 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 4

lefterisloukas/job-recommendation-system

A lightweight demo app which recommends similar jobs. Combines unsupervised ML + IR.

Language: HTML - Size: 21.2 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 3 - Forks: 0

itzandroidtab/klib-svd

SVD files for Klib

Size: 5.09 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

Computer-Vision-Spring-2024/exVision-FacialSys

Desktop application incorporating face detection using Viola-Jones classical technique as well as face recognition using PCA analysis.

Language: Jupyter Notebook - Size: 64.5 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

alexiszamanidis/news_articles_text_mining

News Articles Text Classification and Clustering using Machine Learning in Python. Also, KNN implementation from scratch using max heap.

Language: Jupyter Notebook - Size: 30.9 MB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 4

vTuanpham/SVD_Image_Video_Compression 📦

Image and video compression via singular value decomposition with user-interface.

Language: Python - Size: 2.36 MB - Last synced at: 4 months ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 0

Elijo4257/SVD-Summer-Research

These projects are a collection of the research I've done over the summer on utilizing a (somewhat) new math methodology know as the "randomized SVD" to see how it could be applied to issues such as cancer detection, facial, recognition, music recommendation, etc!

Language: Python - Size: 0 Bytes - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

Frankson18/A-Hybrid-Method-for-Movie-Recommendation

This work explores using K-Means clustering and SVD in movie recommendation systems, enhancing performance by integrating content-based and collaborative filtering in a hybrid model. This approach addresses challenges like cold start and overspecialization, with experiments showing improved accuracy and relevance in recommendations.

Language: Jupyter Notebook - Size: 140 KB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0

rbran/svd2icicle

Convert SVD files into Icicle-emu VM peripherals

Language: Rust - Size: 308 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

gentaiscool/matrix_fact

Matrix Factorization Library

Language: Python - Size: 174 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 2

Beliavsky/Computer-Methods-for-Mathematical-Computations

Code from the book of the same name by Forsythe, Malcolm, and Moler, translated to Fortran 90 by Ralph Carmichael

Language: Fortran - Size: 70.3 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

FoggySmile/RecSys

RecSys

Language: Jupyter Notebook - Size: 199 KB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

khuangaf/tibame_recommender_system

TibaMe 「打造智能推薦系統：用AI搞懂客戶精準行銷」 實作課程程式碼

Language: Jupyter Notebook - Size: 777 KB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 18 - Forks: 8

dmitrystu/svd_editor

CMSIS SVD editor

Language: Python - Size: 25.4 KB - Last synced at: 6 months ago - Pushed at: about 5 years ago - Stars: 11 - Forks: 6