vectorization | Topic | Ecosyste.ms: Repos

Topic: "vectorization"

simd-everywhere/simde

Implementations of SIMD instruction sets for systems which don't natively support them.

Language: C - Size: 36.8 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 2,655 - Forks: 272

xtensor-stack/xsimd

C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE))

Language: C++ - Size: 3.87 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 2,364 - Forks: 264

tairov/llama2.mojo

Inference Llama 2 in one file of pure 🔥

Language: Mojo - Size: 2.61 MB - Last synced at: 2 days ago - Pushed at: 12 months ago - Stars: 2,111 - Forks: 139

rougier/from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

Language: Python - Size: 40.5 MB - Last synced at: 5 days ago - Pushed at: 7 days ago - Stars: 2,083 - Forks: 343

VcDevel/Vc

SIMD Vector Classes for C++

Language: C++ - Size: 11.2 MB - Last synced at: 29 days ago - Pushed at: 11 months ago - Stars: 1,479 - Forks: 151

apache/incubator-gluten

Gluten is a middle layer responsible for offloading JVM-based SQL engines' execution to native engines.

Language: Scala - Size: 198 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1,340 - Forks: 484

uncomplicate/neanderthal

Fast Clojure Matrix Library

Language: Clojure - Size: 3.91 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1,092 - Forks: 57

superlinked/superlinked

Superlinked is a Python framework for AI Engineers building high-performance search & recommendation applications that combine structured and unstructured data.

Language: Jupyter Notebook - Size: 97.3 MB - Last synced at: about 15 hours ago - Pushed at: about 16 hours ago - Stars: 1,082 - Forks: 78

potamides/DeTikZify

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ

Language: Python - Size: 311 KB - Last synced at: 28 days ago - Pushed at: about 1 month ago - Stars: 919 - Forks: 41

dselivanov/text2vec

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

Language: R - Size: 46.2 MB - Last synced at: about 23 hours ago - Pushed at: 9 months ago - Stars: 862 - Forks: 133

dissorial/doc-chatbot

Document chatbot — multiple files, topics, chat windows and chat history. Powered by GPT.

Language: TypeScript - Size: 2.54 MB - Last synced at: about 18 hours ago - Pushed at: almost 2 years ago - Stars: 854 - Forks: 146

shibatch/sleef

SIMD Library for Evaluating Elementary Functions, vectorized libm and DFT

Language: C - Size: 7.6 MB - Last synced at: 30 days ago - Pushed at: about 1 month ago - Stars: 720 - Forks: 139

100/Cranium

🤖 A portable, header-only, artificial neural network library written in C99

Language: C - Size: 99.6 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 597 - Forks: 55

autotrace/autotrace

bitmap to vector graphics converter

Language: C - Size: 8.71 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 595 - Forks: 90

proroklab/VectorizedMultiAgentSimulator

VMAS is a vectorized differentiable simulator designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

Language: Python - Size: 6.76 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 416 - Forks: 80

ProjectPhysX/OpenCL-Wrapper

OpenCL is the most powerful programming language ever created. Yet the OpenCL C++ bindings are cumbersome and the code overhead prevents many people from getting started. I created this lightweight OpenCL-Wrapper to greatly simplify OpenCL software development with C++ while keeping functionality and performance.

Language: C++ - Size: 300 KB - Last synced at: 24 days ago - Pushed at: 25 days ago - Stars: 390 - Forks: 40

jaseg/gerbolyze

Directly render SVG overlays into Gerber and Excellon files

Language: C++ - Size: 20.4 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 335 - Forks: 27

KuiBaDB/KuiBaDB

Another OLAP database

Language: Rust - Size: 632 KB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 318 - Forks: 22

agenium-scale/boost.simd

Boost SIMD

Size: 192 KB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 232 - Forks: 48

MarkMoHR/virtual_sketching

[SIGGRAPH 2021] General Virtual Sketching Framework for Vector Line Art

Language: Python - Size: 10.6 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 229 - Forks: 43

IngestAI/embedditor

⚡ GUI for editing LLM vector embeddings. No more blind chunking. Upload content in any file extension, join and split chunks, edit metadata and embedding tokens + remove stop-words and punctuation with one click, add images, and download in .veml to share it with your team.

Language: PHP - Size: 1.74 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 224 - Forks: 15

otuncelli/Scalable-Vector-Graphics-Plugin-for-Paint.NET

This is a paint.net filetype plugin for loading SVG (Scalable Vector Graphics) and its compressed variant SVGZ files. SVG files can be rendered as a flat image or each element/group on a separate layer. This plugin also provides basic image tracing (raster to vector conversion) functionality which works best with black and white drawings.

Language: C# - Size: 527 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 220 - Forks: 19

altimesh/hybridizer-basic-samples

Examples of C# code compiled to GPU by hybridizer

Language: C# - Size: 81 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 220 - Forks: 34

romeric/fastapprox

Approximate and vectorized versions of common mathematical functions

Language: Mathematica - Size: 546 KB - Last synced at: 4 months ago - Pushed at: over 5 years ago - Stars: 197 - Forks: 35

Anemy/svgurt

Image -> SVG Vectorizing Tool - Live at:

Language: JavaScript - Size: 23.6 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 184 - Forks: 16

AnyDSL/thorin

The Higher-Order Intermediate Representation

Language: C++ - Size: 11.3 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 154 - Forks: 18

AnyDSL/impala

An imperative and functional programming language

Language: C++ - Size: 7.91 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 153 - Forks: 13

maxim-s-barabash/ZebraTrace

Bitmap to Vector Conversion. Woodcut, guilloche, halftone effects

Language: Python - Size: 38.2 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 148 - Forks: 22

marcdemers/py_vollib_vectorized

A vectorized implementation of py_vollib, that supports numpy arrays and pandas Series and DataFrames.

Language: Python - Size: 281 KB - Last synced at: 29 days ago - Pushed at: 5 months ago - Stars: 130 - Forks: 33

smalltong02/keras-llm-robot

A web UI Project In order to learn the large language model. This project includes features such as chat, quantization, fine-tuning, prompt engineering templates, and multimodality.

Language: Python - Size: 95.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 127 - Forks: 16

RALC88/riscv-vectorized-benchmark-suite

RiVEC Bencmark Suite

Language: C++ - Size: 316 MB - Last synced at: 22 days ago - Pushed at: 6 months ago - Stars: 114 - Forks: 51

cdl-saarland/rv

RV: A Unified Region Vectorizer for LLVM

Language: C++ - Size: 8.46 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 107 - Forks: 16

gagolews/deepr

Deep R Programming (Open-Access Textbook)

Size: 119 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 106 - Forks: 3

dthuerck/mapmap_cpu

A high-performance general-purpose MRF MAP solver, heavily exploiting SIMD instructions.

Language: C++ - Size: 1.02 MB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 105 - Forks: 51

lowrollr/turbozero

fast + parallel AlphaZero in JAX

Language: Python - Size: 28.8 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 94 - Forks: 9

edanor/umesimd

UME::SIMD A library for explicit simd vectorization.

Language: C++ - Size: 5.89 MB - Last synced at: 28 days ago - Pushed at: over 7 years ago - Stars: 91 - Forks: 16

root-project/veccore

C++ Library for Portable SIMD Vectorization

Language: C++ - Size: 15.8 MB - Last synced at: 1 day ago - Pushed at: 6 months ago - Stars: 83 - Forks: 22

rragundez/chunkdot

Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the item matrix representation (embeddings) and using Numba to accelerate the calculations.

Language: Python - Size: 3.16 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 80 - Forks: 5

redis/minipilot

MiniPilot is a GenAI-assisted chatbot backed by Redis. Chat with your documents

Language: HTML - Size: 131 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 76 - Forks: 11

louisbrulenaudet/ragoon

High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: 2 days ago - Pushed at: 6 months ago - Stars: 66 - Forks: 7

adityaintwala/Image2CAD

An application to translate raster image of CAD drawing sheet to a user editable DXF format.

Language: Python - Size: 13.1 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 66 - Forks: 20

frovedis/frovedis

Framework of vectorized and distributed data analytics

Language: C++ - Size: 48.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 64 - Forks: 12

bgin/Radar-ElectroOptical-Simulation

(REOS) Radar and Electro-Optical Simulation Framework written in C++.

Language: C++ - Size: 31.4 MB - Last synced at: about 20 hours ago - Pushed at: about 20 hours ago - Stars: 58 - Forks: 20

adamlilith/fasterRaster

Faster raster processing in R using GRASS GIS

Language: R - Size: 91.4 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 58 - Forks: 7

dennwc/gotrace 📦

[DEPRECATED] Pure Go implementation of Potrace vectorization library

Language: C - Size: 66.4 KB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 56 - Forks: 11

instadeepai/fastpbrl

Vectorization techniques for fast population-based training.

Language: Python - Size: 106 KB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 55 - Forks: 3

Rinzii/ccmath

A C++17 Compile Time <cmath> Library

Language: C++ - Size: 1.67 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 51 - Forks: 10

bgin/Radar_ElectroOptical_Simulation

(REOS) Radar and ElectroOptical Simulation Framework written in Fortran.

Language: Fortran - Size: 51.5 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 49 - Forks: 15

BuntingLabs/buntinglabs-qgis-plugin

QGIS plugin to digitize lines and polygons from raster maps using AI

Language: Python - Size: 29.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 45 - Forks: 7

dpiparo/vdt

A math library of fast, approximate and vectorisable trascendental functions

Language: C++ - Size: 209 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 42 - Forks: 18

VcDevel/simd-kd-tree

vectorization of the kd-tree data structure and search algorithm

Language: C++ - Size: 52.7 KB - Last synced at: 19 days ago - Pushed at: over 7 years ago - Stars: 40 - Forks: 3

und3f/vectorize-pixelart

Convert raster pixel art graphics to vector

Language: TypeScript - Size: 405 KB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 39 - Forks: 2

uber/hypothesis-gufunc

Extension to hypothesis for testing numpy general universal functions

Language: Python - Size: 55.7 KB - Last synced at: 23 days ago - Pushed at: about 4 years ago - Stars: 39 - Forks: 6

mklarqvist/tomahawk

Fast calculations of linkage-disequilibrium in large-scale human cohorts

Language: C++ - Size: 53.5 MB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 39 - Forks: 9

Wunkolo/qHilbert

qHilbert is a vectorized speedup of Hilbert curve generation using SIMD intrinsics

Language: C++ - Size: 8.28 MB - Last synced at: 6 days ago - Pushed at: over 6 years ago - Stars: 37 - Forks: 10

GINK03/alt-i2v

alternative illustration2vec implitation of sigmoids of fully connected layer

Language: Python - Size: 146 KB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 34 - Forks: 2

FESTUNG/FESTUNG

The main project for the MATLAB / GNU Octave code of FESTUNG

Language: MATLAB - Size: 11.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 32 - Forks: 7

wagjamin/inkfuse

InkFuse - An Experimental Database Runtime Unifying Vectorized and Compiled Query Execution.

Language: C++ - Size: 5.45 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 30 - Forks: 1

RapidsAtHKUST/ppSCAN

ppSCAN: Parallelizing Pruning-based Graph Structural Clustering (ICPP'18) - by Yulin Che, Shixuan Sun and Prof. Qiong Luo

Language: C++ - Size: 117 MB - Last synced at: 12 months ago - Pushed at: almost 5 years ago - Stars: 30 - Forks: 14

PatwinchIR/ultra-sort

DSL for SIMD Sorting on AVX2 & AVX512

Language: C++ - Size: 6.43 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 30 - Forks: 2

stephantul/reach

Load embeddings and featurize your sentences.

Language: Python - Size: 1.08 MB - Last synced at: 20 days ago - Pushed at: 7 months ago - Stars: 28 - Forks: 6

dr-mushtaq/Deep-Learning

This repository is a related to all about Deep Learning - an A-Z guide to the world of Data Science. This supplement contains the implementation of algorithms, statistical methods and techniques (in Python)

Language: Jupyter Notebook - Size: 3.25 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 26 - Forks: 16

AnyDSL/artic

The AlteRnaTive Impala Compiler

Language: C++ - Size: 2.25 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 26 - Forks: 6

dangmoody/HLML

Auto-generated maths library for C and C++ based on HLSL/Cg

Language: C++ - Size: 63.5 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 25 - Forks: 1

It4innovations/Intel-SDE-FLOPS

Computing FLOPs with Intel Software Development Emulator (Intel SDE)

Language: Python - Size: 275 KB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 25 - Forks: 3

AsadiAhmad/Sentiment-Analysis

Sentiment Analysis with Verctoring and Clustering Methods

Language: Jupyter Notebook - Size: 30.3 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 0

bluescarni/rakau

C++17 N-body Barnes-Hut on heterogeneous hardware architectures

Language: C++ - Size: 1.26 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 23 - Forks: 5

khwerhahn/MindMatrix

Obsidian plugin to push vault notes to a postgres vector database to use in personal ai assistants

Language: TypeScript - Size: 29.4 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 22 - Forks: 1

AnyDSL/runtime

AnyDSL Runtime Library

Language: C++ - Size: 1.54 MB - Last synced at: 25 days ago - Pushed at: 26 days ago - Stars: 22 - Forks: 7

MLSTRUCT/MLSTRUCT-FP

Multi-unit floor plan dataset

Language: Jupyter Notebook - Size: 3.05 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 22 - Forks: 4

BreadFish64/ThatsALotOfDMG

A Nintendo Game Boy emulator written to be fast, other features are secondary.

Language: C++ - Size: 122 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 22 - Forks: 0

KodeMunkie/shapesnap Fork of piwodlaiwo/cutout

🃏 Transform images to SVG using primitive shapes.

Language: TypeScript - Size: 6.86 MB - Last synced at: 6 days ago - Pushed at: 4 months ago - Stars: 20 - Forks: 2

SungJJinKang/std_find_simd

std::find simd version

Language: C++ - Size: 49.8 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 20 - Forks: 1

san089/Big_Data_Project

Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

Language: Python - Size: 12.4 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 19 - Forks: 12

valeriyvan/swift-geometrize

Swift package for recreating images as geometric primitives in form of SVG files

Language: Swift - Size: 21.7 MB - Last synced at: 17 days ago - Pushed at: 6 months ago - Stars: 18 - Forks: 3

3dlg-hcvc/r2v-to-plan2scene

Convert raster-to-vector floorplan vectors to Plan2Scene input formats.

Language: Python - Size: 116 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 18 - Forks: 3

anindex/mpot

Implementation of Motion Planning via Optimal Transport (MPOT) in PyTorch, NeurIPS 2023.

Language: Python - Size: 15.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 1

zalo/LaplASCIIan

A small wip utility for creating image to ASCII conversions...

Language: Python - Size: 545 KB - Last synced at: 24 days ago - Pushed at: over 2 years ago - Stars: 17 - Forks: 1

lpraat/numpyCNN

A simple vectorized implementation of a Convolutional Neural Network in plain Numpy && more

Language: Python - Size: 15.6 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 17 - Forks: 3

lemonyte/pyautotrace

Python bindings for AutoTrace, a bitmap to vector conversion library.

Language: Cython - Size: 146 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 16 - Forks: 4

jfeser/bitarray

Fast vectorized bitarrays for OCaml

Language: OCaml - Size: 69.3 KB - Last synced at: 23 days ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 0

szhorvat/BoolEval

Fast vectorized comparison and Boolean operations in the Wolfram Language.

Language: Mathematica - Size: 57.6 KB - Last synced at: 6 months ago - Pushed at: almost 6 years ago - Stars: 16 - Forks: 2

bio-phys/cadishi

Cadishi: CAlculation of DIStance HIstograms

Language: Python - Size: 4.39 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 15 - Forks: 0

javascript-machine-learning/multivariate-linear-regression-gradient-descent-javascript

⭐️ Multivariate Linear Regression with Gradient Descent in JavaScript (Vectorized)

Language: JavaScript - Size: 37.1 KB - Last synced at: 5 days ago - Pushed at: over 7 years ago - Stars: 15 - Forks: 2

Wunkolo/qFib

Fast, and parallel, fibonacci numbers

Language: C++ - Size: 33.2 KB - Last synced at: 6 days ago - Pushed at: almost 5 years ago - Stars: 14 - Forks: 3

andrelrt/litesimd

Litesimd is a no overhead, header only, C++ library for SIMD processing, specialized on SIMD comparison and data shuffle.

Language: C++ - Size: 335 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 14 - Forks: 0

javascript-machine-learning/multivariate-linear-regression-normal-equation-javascript

⭐️ Multivariate Linear Regression with Normal Equation in JavaScript (Vectorized)

Language: JavaScript - Size: 55.7 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 13 - Forks: 2

AnyDSL/stincilla

A DSL for Stencil Codes

Language: CMake - Size: 3.59 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 12 - Forks: 5

marshallward/optiflop

Optiflop measures the optimally achievable FLOPs for mathematical operations on various platforms.

Language: C - Size: 619 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 12 - Forks: 2

novak-99/Vectorization

Quick demo of vectorization using C++ and x86_64 ASM.

Language: Assembly - Size: 24.4 KB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 1

RapidsAtHKUST/AccTrussDecomposition

Source code of "Accelerating Truss Decomposition on Heterogeneous Processors", accepted by VLDB'20 - By Yulin Che, Zhuohang Lai, Shixuan Sun, Yue Wang, and Prof. Qiong Luo

Language: C++ - Size: 2.12 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 2

dustin-decker/featuremill

general-purpose fast, stateless, and deterministic feature extractor written in golang for use in machine learning

Language: Go - Size: 64.5 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 12 - Forks: 0

akothen/Hydride

A retargetable and extensible synthesis-based compiler for modern hardware architectures

Language: LLVM - Size: 391 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 1

afanasyev-ilya/VectorGraphLibrary

VGL is a high-performance graph processing framework, designed for modern NEC SX-Aurora TSUBASA vector architecture. VGL significantly outperforms many state-of the art graph-processing frameworks for modern multicore CPUs and NVIDIA GPUs, such as Gunrock, CuSHA, Ligra, Galois, GAPBS.

Language: C++ - Size: 4.92 MB - Last synced at: 8 months ago - Pushed at: over 1 year ago - Stars: 10 - Forks: 0

itzmeanjan/ff-gpu 📦

Finite Field Operations on GPGPU

Language: C++ - Size: 265 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 1