GitHub topics: vector-quantization

Repositories

lucidrains/vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

Language: Python - Size: 1010 KB - Last synced at: 11 days ago - Pushed at: 17 days ago - Stars: 3,122 - Forks: 252

JustGlowing/minisom

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

Language: Python - Size: 19.1 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 1,496 - Forks: 436

jina-ai/annlite

⚡ A fast embedded library for approximate nearest neighbor search

Language: Python - Size: 2.7 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 229 - Forks: 23

mbari-org/ecoz2rs

ECOZ2 in Rust

Language: Rust - Size: 396 KB - Last synced at: 8 days ago - Pushed at: 17 days ago - Stars: 3 - Forks: 0

sony/sqvae

Pytorch implementation of stochastically quantized variational autoencoder (SQ-VAE)

Language: Python - Size: 158 KB - Last synced at: 14 days ago - Pushed at: almost 3 years ago - Stars: 187 - Forks: 23

lucadellalib/focalcodec

A low-bitrate single-codebook 16 kHz speech codec based on focal modulation

Language: Python - Size: 7.17 MB - Last synced at: 14 days ago - Pushed at: 2 months ago - Stars: 83 - Forks: 10

computorg/published-202412-ambroise-spectral

Spectral Bridges: Scalable Spectral Clustering Based on Vector Quantization

Language: HTML - Size: 9.07 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 2

lucidrains/titok-pytorch

Implementation of TiTok, proposed by Bytedance in "An Image is Worth 32 Tokens for Reconstruction and Generation"

Language: Python - Size: 1.25 MB - Last synced at: 14 days ago - Pushed at: 10 months ago - Stars: 170 - Forks: 5

habedi/vq

A vector quantization library for Rust :crab:

Language: Rust - Size: 870 KB - Last synced at: 8 days ago - Pushed at: 18 days ago - Stars: 12 - Forks: 1

yzGuu830/efficient-speech-codec

[EMNLP 2024] ESC: Efficient Speech Coding with Cross-Scale Residual Vector Quantized Transformers

Language: Jupyter Notebook - Size: 33.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 110 - Forks: 4

kaydotdev/stochastic-quantization

Robust and Scalable Clustering with Adaptive Stochastic K-means

Language: Jupyter Notebook - Size: 16.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

ByteFlow-AI/TokenFlow

[CVPR 2025] 🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".

Language: Python - Size: 28.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 276 - Forks: 1

TencentARC/VQFR

ECCV 2022, Oral, VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder

Language: Python - Size: 9.81 MB - Last synced at: 14 days ago - Pushed at: over 2 years ago - Stars: 331 - Forks: 44

ML4ITS/TimeVQVAE

[official] PyTorch implementation of TimeVQVAE from the paper ["Vector Quantized Time Series Generation with a Bidirectional Prior Model", AISTATS 2023]

Language: Jupyter Notebook - Size: 16.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 125 - Forks: 14

zbr17/OptVQ

Towards training VQ-VAE models robustly!

Language: Python - Size: 28.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 42 - Forks: 0

youngsheen/SimVQ

SimVQ: Addressing Representation Collapse in Vector Quantized Models with One Linear Layer

Language: Python - Size: 4.86 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 184 - Forks: 5

IDSIA/kohonen-vae

Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen" (ICML 2023 Workshop on Sampling and Optimization in Discrete Space)

Language: Python - Size: 77.1 KB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 1

PyTorch Lightning implementation of the paper Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding. This repository allows to reproduce the main findings of the paper on MNIST and Imagenette datasets.

Language: Jupyter Notebook - Size: 3.85 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 26 - Forks: 2

uber-research/permute-quantize-finetune

Using ideas from product quantization for state-of-the-art neural network compression.

Language: Python - Size: 28.3 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 146 - Forks: 15

multimediamike/dreamroq

A RoQ video playback system for the Sega Dreamcast video game console

Language: C - Size: 150 KB - Last synced at: 18 days ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 12

AndrewBoessen/simple-1d-tokenizer

Simple 1D image tokenizer from the paper An Image is Worth 32 Tokens for Reconstruction and Generation

Language: Python - Size: 1020 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

siyuhuang/QuantArt

Official PyTorch implementation of QuantArt (CVPR2023)

Language: Python - Size: 2.19 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 97 - Forks: 6

aidanscannell/iqrl

iQRL: implicitly Quantized Representations for Sample-efficient Reinforcement Learning

Language: Python - Size: 136 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 7 - Forks: 0

LumenPallidium/audio_generation

Experiments in neural networks for audio generation.

Language: Python - Size: 682 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 5 - Forks: 0

buhman/pvrtool

Dreamcast image format and VQ conversion tool, originally authored by Sega of Europe and Imagination Technologies

Language: C++ - Size: 218 KB - Last synced at: 19 days ago - Pushed at: 7 months ago - Stars: 1 - Forks: 0

moheladwy/VectorQuantization

This is the Implementation for the Vector Quantization Algorithm using java.

Language: Java - Size: 4.29 MB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 0 - Forks: 0

SandroMartens/DBGSOM

A Python implementation of the Directed Batch Growing Self-Organizing Map

Language: Python - Size: 16.6 MB - Last synced at: 12 days ago - Pushed at: 7 months ago - Stars: 3 - Forks: 1

George614/SOM-in-JAX

Self-Organizing Maps implemented in JAX

Language: Python - Size: 52.7 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

rmschubert/data_privacy_VQ

This repository contains the code for the experiments of the work "About Vector Quantization and its Privacy in Federated Learning" by Ronny Schubert and Thomas Villmann (2024) presented at ESANN 2024.

Language: Python - Size: 10.7 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

mehdihosseinimoghadam/Signal-Processing

Signal Processing with Python and Librosa

Language: Jupyter Notebook - Size: 46.6 MB - Last synced at: 17 days ago - Pushed at: about 3 years ago - Stars: 5 - Forks: 2

Papich23691/Speaker-Recognition

Speaker Recognition using MFCC feature vectors and GLA vector quantization models

Language: C - Size: 26.4 KB - Last synced at: 11 months ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 2

mehdidc/vqvae_lightning

Language: Python - Size: 155 KB - Last synced at: 11 months ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

ali-zafari/variational-vector-quantization

PyTorch implementation of variational entropy-constrained vector quantization.

Language: Python - Size: 4.42 MB - Last synced at: 11 months ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

sueszli/k-means

naive k-means clustering from scratch in vanilla python

Language: Python - Size: 60.5 KB - Last synced at: 6 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

warisqr007/vq-bnf

Vector Quantizing speech representations

Language: Python - Size: 157 KB - Last synced at: 12 months ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

xinyandai/similarity-search

A framework for index based similarity search.

Language: C++ - Size: 79 MB - Last synced at: 12 months ago - Pushed at: almost 6 years ago - Stars: 18 - Forks: 10

AliiMahmoud/vector-Quantization

A Java program that implements Vector Quantization

Language: Java - Size: 246 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

xinyandai/product-quantization

Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.

Language: Python - Size: 20.5 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 53 - Forks: 15

sherifabdlnaby/Vector-Quantization-LBG-Image-Compression

A Java program that implments Vector Quantization LBG Algorithm on greyscale RAW images, user determines the compression level.

Language: Java - Size: 14.6 KB - Last synced at: 17 days ago - Pushed at: over 7 years ago - Stars: 7 - Forks: 3

gtiwari333/speech-recognition-java-hidden-markov-model-vq-mfcc

Automatically exported from code.google.com/p/speech-recognition-java-hidden-markov-model-vq-mfcc

Language: Java - Size: 1.66 MB - Last synced at: 13 days ago - Pushed at: 11 months ago - Stars: 12 - Forks: 8

lionelblonde/vq-compression-pytorch

Compression via Vector Quantization in PyTorch

Language: Python - Size: 126 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

theAdamColton/vq-clip

Train vector quantized CLIP models using pytorch lightning

Language: Python - Size: 25.4 KB - Last synced at: 11 months ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 1

anime-song/vector-quantize-tf

Language: Python - Size: 20.5 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Aravind8281/Vector_Algebra_AI

Vector algebra deals with mathematical operations and manipulations involving vectors, which are mathematical objects with both magnitude and direction. Vectors can represent quantities such as forces, velocities, and features in machine learning

Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

pjyazdian/Gesture2Vec

This is an official PyTorch implementation of "Gesture2Vec: Clustering Gestures using Representation Learning Methods for Co-speech Gesture Generation" (IROS 2022).

Language: Python - Size: 878 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 25 - Forks: 3

samsad35/VQ-MAE-S-code

A Vector Quantized Masked AutoEncoder for speech emotion recognition

Language: Python - Size: 4.71 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

Sohambasu07/3DQD_ShapeGeneration

PyTorch implementation of 3DQD with modifications (Deep Learning Lab - Uni Freiburg)

Language: Python - Size: 7.71 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

juanjosearanda/CompressionVQ

How can echocardiographic sequences be compressed by using Vector Quantization

Language: MATLAB - Size: 1.34 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

gittar/k-means-u-star

implementation of the k-means-u* clustering algorithm

Language: Jupyter Notebook - Size: 26.7 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 12 - Forks: 6

ahmedm-sallam/BitsAndBytesCompression

This repository implements the LZ77, LZ78, Huffman, Vector Quantization, and Arithmetic coding algorithms for data compression and decompression.

Language: Java - Size: 705 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Nikolai10/FSQ

TensorFlow implementation of "Finite Scalar Quantization: VQ-VAE Made Simple" (arXiv 2023)

Language: Python - Size: 247 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

yaminww/LBG_algorithm_from_scratch

Implementing Linde–Buzo–Gray algorithm for clustering from scratch in Python

Language: Jupyter Notebook - Size: 229 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

itrobertson/InnovationProjectSearch

Under Armour Innovation Project Search

Size: 545 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

karlosos/image_vector_quantization

Repository for uni team project. Vector quantization in Python

Language: Jupyter Notebook - Size: 14.7 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

CTzatzakis/k-means-clustering

k-means clustering is a method of vector quantization, originally from signal processing, that is popular for cluster analysis in data mining. k-means clustering aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean, serving as a prototype of the cluster.

Language: C++ - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1

fostiropoulos/dvq

Applying multiple VQ along the feature axis

Language: Jupyter Notebook - Size: 45.5 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 2

ghattab/ml-seg 📦

Language: Python - Size: 545 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

KareemMAX/VectorQuantization

LBG (Linde–Buzo–Gray) Vector quantization compression and decompression implementation for gray-scale images

Language: Java - Size: 140 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

dimitriStoidis/VQ-VAE-Gen

Vector-Quantised Variational Autoencoder for privacy-preserving speech recognition

Size: 4.88 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Spark001/VQ-TensoRF

VQ-TensoRF --- Official implementation of our CVPR 2023 paper "Compressing Volumetric Radiance Fields to 1 MB"

Language: Python - Size: 365 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 0

secil-carver/KMeans-Cluster-Analysis

Identifying specific groups in customer base with K-Means clustering

Language: Jupyter Notebook - Size: 1010 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

DiceTechJobs/VectorsInSearch

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

Language: Python - Size: 49.8 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 82 - Forks: 15

mahajananshul/Image_Compression_using_Wavelet_Transform_and_Vector_Quantization

Two lossy algorithms, Discrete Wavelet Transform (DWT) and Vector Quantization (VQ) are added together to compress medical images and see their performance.

Language: Python - Size: 1.21 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 2

GrahlmanMatthew/K-Means-Colour-Palette-Generator

Uses the K-means clustering algorithm to extract the K most dominant colours from any given image.

Language: Python - Size: 189 KB - Last synced at: 8 days ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

makavelj/CLA

Implementation of Compression and Learning Algorithms

Language: Python - Size: 5.33 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 4 - Forks: 1

1Konny/VQ-VAE

Pytorch Implementation of "Neural Discrete Representation Learning"

Language: Jupyter Notebook - Size: 4.51 MB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 57 - Forks: 10

tharunchitipolu/Speaker-recognition

An automatic speaker recognition system built from digital signal processing tools, Vector Quantization and LBG algorithm

Language: MATLAB - Size: 700 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 4

Mohamed-Hamdy/java-problems

Operating System Algorithms and security Algorithms [AES , DES , ... ] and Multimedia Algorithms [Adaptive Huffman Algorithm, LZ78 , LZ88 , LZW, Vector Quantization Algorithm, ...]

Language: Java - Size: 6.11 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0