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Projects in Awesome Lists tagged with vectorization

A curated list of projects in awesome lists tagged with vectorization .

https://github.com/simd-everywhere/simde

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

altivec arm arm64 avx avx2 avx512 fma gfni mmx neon powerpc simd simd-intrinsics sse sse2 sse3 sse41 sse42 ssse3 vectorization

Last synced: 21 Oct 2025

https://github.com/xtensor-stack/xsimd

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

avx avx512 c-plus-plus-11 cpp mathematical-functions neon simd simd-instructions simd-intrinsics sse sve vectorization

Last synced: 03 Oct 2025

https://github.com/rougier/from-python-to-numpy

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

book cc-by-nc-sa numpy open-access python vectorization

Last synced: 14 May 2025

https://github.com/potamides/DeTikZify

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ

draw graph huggingface inverse-graphics latex llama llm multimodal sketch tikz transformers vectorization visualization

Last synced: 01 Sep 2025

https://github.com/superlinked/superlinked

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

data-pipeline deep-learning embeddings etl information-retrieval llm ml mlops natural-language-processing nlp python retrieval retrieval-augmented-generation semantic-search vector-database vector-search vectorization

Last synced: 16 Jan 2026

https://github.com/apache/incubator-gluten

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

arrow clickhouse simd spark-sql vectorization velox

Last synced: 14 May 2025

https://github.com/potamides/detikzify

Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ

draw graph huggingface inverse-graphics latex llama llm multimodal sketch tikz transformers vectorization visualization

Last synced: 24 Oct 2025

https://github.com/dselivanov/text2vec

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

glove latent-dirichlet-allocation natural-language-processing text-mining topic-modeling vectorization word-embeddings word2vec

Last synced: 16 May 2025

https://github.com/dissorial/doc-chatbot

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

chat chatbot document-embedding gpt-3 gpt-4 langchain mongoose nextjs openai openai-api pdf-processing pinecone reactjs tailwindcss typescript vectorization

Last synced: 04 Apr 2025

https://github.com/autotrace/autotrace

bitmap to vector graphics converter

hacktoberfest svg vectorization

Last synced: 10 Jan 2026

https://github.com/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.

gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib robotics simulation simulator vectorization vectorized

Last synced: 21 Oct 2025

https://github.com/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.

gym gym-environment marl multi-agent multi-agent-learning multi-agent-reinforcement-learning multi-agent-simulation multi-agent-systems multi-robot multi-robot-framework multi-robot-sim multi-robot-simulator multi-robot-systems pytorch rllib robotics simulation simulator vectorization vectorized

Last synced: 22 Sep 2025

https://github.com/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.

gpgpu gpgpu-computing gpu gpu-acceleration gpu-computing gpu-programming opencl vector-processor vectorization

Last synced: 16 May 2025

https://github.com/markmohr/virtual_sketching

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

line-art photo-to-sketch siggraph sketch sketch-simplification vectorization

Last synced: 04 Apr 2025

https://github.com/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.

datapreprocessing datascience embedding-vectors embeddings genai laravel llm markup-language ml nlp nltk php vector-database vector-search vectorization veml

Last synced: 28 Mar 2025

https://github.com/romeric/fastapprox

Approximate and vectorized versions of common mathematical functions

libm machine-learning math-functions simd vectorization

Last synced: 14 Sep 2025

https://github.com/Anemy/svgurt

Image -> SVG Vectorizing Tool - Live at:

converter javascript npm-package png svg vectorization

Last synced: 14 Mar 2025

https://github.com/anemy/svgurt

Image -> SVG Vectorizing Tool - Live at:

converter javascript npm-package png svg vectorization

Last synced: 11 Nov 2025

https://github.com/marcdemers/py_vollib_vectorized

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

finance finance-application greeks implied-volatility pandas py-vollib speedups trading trading-bot vectorization volatility volatility-modeling

Last synced: 14 Jan 2026

https://github.com/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.

chatbot chatgpt faiss fastchat gemini knowledgebase llm milvus multimodal pgvector rag speech-to-text streamlit text-to-speech vectorization

Last synced: 20 Apr 2025

https://github.com/dthuerck/mapmap_cpu

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

algorithm computer-vision dynamic-programming feedback-vertex-set markov-random-field massively-parallel mrf simd simd-programming vectorization

Last synced: 21 Apr 2025

https://github.com/gyrovorbis/sh4zam

Linear Algebra and math library for the Hitachi SuperH4 Processor (used by the Sega Dreamcast).

assembly dreamcast hitachi linear-algebra matrices memcpy naomi optimization quaternion renesas sega sega-dreamcast sh4 simd simd-intrinsics superh vectorization vectors

Last synced: 02 Sep 2025

https://github.com/root-project/veccore

C++ Library for Portable SIMD Vectorization

simd veccore vectorization

Last synced: 05 Apr 2025

https://github.com/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.

cosine-similarity embeddings numba vectorization

Last synced: 04 Apr 2025

https://github.com/redis/minipilot

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

chatbot chatgpt flask flask-application genai genai-chatbot langchain langchain-python openai python real-time redis redisvl semantic vector-database vectorization

Last synced: 18 Jul 2025

https://github.com/louisbrulenaudet/ragoon

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

ai embeddings embeddings-similarity faiss generative-ai groq groqapi llama llama-index llm nlp rag retrieval-augmented-generation vector-database vector-search vectorization

Last synced: 04 Mar 2025

https://github.com/instadeepai/fastpbrl

Vectorization techniques for fast population-based training.

jax population-based-training reinforcement-learning vectorization

Last synced: 03 Nov 2025

https://github.com/dpiparo/vdt

A math library of fast, approximate and vectorisable trascendental functions

floating-point math-functions vectorization

Last synced: 10 Apr 2025

https://github.com/vcdevel/simd-kd-tree

vectorization of the kd-tree data structure and search algorithm

cpp kd-tree neighbor-search simd vectorization

Last synced: 24 Apr 2025

https://github.com/und3f/vectorize-pixelart

Convert raster pixel art graphics to vector

pixel-art typesscript vectorization

Last synced: 10 Apr 2025

https://github.com/wunkolo/qhilbert

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

hilbert-curve simd vectorization

Last synced: 01 Aug 2025

https://github.com/GINK03/alt-i2v

alternative illustration2vec implitation of sigmoids of fully connected layer

deep-learning keras multiclass-classification otaku vectorization

Last synced: 20 Nov 2025

https://github.com/stephantul/reach

Load embeddings and featurize your sentences.

embeddings numpy vectorization word2vec

Last synced: 23 Apr 2025

https://github.com/it4innovations/intel-sde-flops

Computing FLOPs with Intel Software Development Emulator (Intel SDE)

c cpp cpu flops fma fortran intel python sde simd vectorization

Last synced: 30 Apr 2025

https://github.com/dangmoody/hlml

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

c c-plus-plus c99 cpp hlml hlsl math math-library maths maths-library simd sse vectorization

Last synced: 10 Apr 2025

https://github.com/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.

classifiers ensemble-model fakenewsdetection machine-learning news-classification scikit-learn text-mining textclassification vectorization vectorizers

Last synced: 05 Oct 2025

https://github.com/valeriyvan/swift-geometrize

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

art auto-tracing geometrizing image-generation image-processing svg svg-images swift vector vector-graphics vectorization vectorizer

Last synced: 25 Apr 2025

https://github.com/zalo/laplasciian

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

animated-svg ascii-art vectorization

Last synced: 12 Apr 2025

https://github.com/szhorvat/BoolEval

Fast vectorized comparison and Boolean operations in the Wolfram Language.

mathematica vectorization wolfram-language wolfram-mathematica

Last synced: 08 Jul 2025

https://github.com/jfeser/bitarray

Fast vectorized bitarrays for OCaml

bitarray ocaml vectorization

Last synced: 19 Apr 2025

https://github.com/wunkolo/qfib

Fast, and parallel, fibonacci numbers

fibonacci math simd vectorization

Last synced: 31 Aug 2025

https://github.com/lemonyte/pyautotrace

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

autotrace bindings bitmap cython graphics image-processing pypi-package python svg tracing vector vector-graphics vectorization

Last synced: 17 Oct 2025

https://github.com/novak-99/vectorization

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

asm cpp vectorization

Last synced: 11 Apr 2025

https://github.com/dustin-decker/featuremill

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

data-preparation feature-engineering feature-extraction go golang machine-learning vectorization

Last synced: 26 Jul 2025

https://github.com/3dlg-hcvc/r2v-to-plan2scene

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

floorplan plan2scene raster-to-vector vectorization

Last synced: 05 Apr 2025

https://github.com/kira-nt/spanned

⚡ Blazingly Fast™ .NET library built with Spans for Spans

net performance span vectorization zero-allocation

Last synced: 18 Jul 2025

https://github.com/nikhiljsk/preprocess_nlp

A fast framework for pre-processing (Cleaning text, Reduction of vocabulary, Feature extraction and Vectorization). Implemented with parallel processing using custom number of processes.

cleaning-data feature-extraction glove natural-language-processing nlp parallel-processing preprocess python3 reduction spacy stages tfidf vectorization word2vec

Last synced: 12 Apr 2025

https://github.com/stargate01/hpcgol

High performance Conway's Game of Life

conways-game-of-life hpc mpi openmp simd vectorization

Last synced: 21 Jan 2026

https://github.com/elvisans/ai-chatbot-demo

A customizable chatbot using Cloudflare AI Workers that responds to custom questions with pre-defined answers, leveraging text vectorisation and AI text generation for natural conversational interaction.

ai cloudflare-workers vectorization

Last synced: 27 Dec 2025

https://github.com/kerneltuner/kernel_float

CUDA/HIP header-only library writing vectorized and low-precision (16 bit, 8 bit) GPU kernels

bfloat16 cpp cuda floating-point gpu half-precision header-only-library hip kernel-tuner low-precision mixed-precision performance reduced-precision vectorization

Last synced: 12 Apr 2025

https://github.com/Kira-NT/Spanned

⚡ Blazingly Fast™ .NET library built with Spans for Spans

net performance span vectorization zero-allocation

Last synced: 30 Apr 2025

https://github.com/martinothamar/fast.prngs.net

Fast PRNG implementations in .NET. Your PRNG is unlikely to be a bottleneck in anything you do, but there are exceptions like for instance Monte Carlo simulations, where generating random samples can take some time.

csharp dotnet prng pseudorandom random random-number-generators simd vectorization

Last synced: 29 Jul 2025

https://github.com/alexiszamanidis/news_articles_text_mining

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

classification ica knn machine-learning news-articles notebook-jupyter python roc-curves svd text-classification text-clustering text-mining tf-idf vectorization wordcloud

Last synced: 07 May 2025

https://github.com/deepmancer/advanced-recommender-system

Advance information retrieval system that combines advanced indexing, machine learning, and personalized search to enhance academic research and document discovery.

bigram-model collaborative-filtering crawling-python fine-tuning information-retrieval language-model natural-language-processing nlp positional-indexing pytorch recommender-system selenium spelling-correction tokenization transformers vectorization

Last synced: 01 Apr 2025

https://github.com/schrodingerzhu/swisstablejavavectorapi

A proof-of-concept implementation of swisstable in Java using Vector API

hashtable simd swisstable vectorization

Last synced: 31 Jul 2025

https://github.com/ergus/gpukalmanfilter

Kalman Filter test code using C, C++, Cuda and OpenCL.

cpp cuda gpgpu kalman-filter makefile opencl performance vectorization

Last synced: 28 Oct 2025

https://github.com/armfazh/nistp384_avx2

AVX2 Implementation of P-384 elliptic curve

avx2 elliptic-curves intel p-384 sbseg vectorization

Last synced: 06 Aug 2025

https://github.com/nilostolte/microvba-powerpoint

MicroVBA is a VBA interpreter written in VBA to be used in PowerPoint in order to be able to import large vector graphics files. The advantages are: vectorization of PowerPoint presentations (no fonts needed), can be used as a Vector Graphics File Format storage, smooth connectivity with VBA programs inside the PowerPoint presentations, simplification of complex objects construction, no limitations in the size of the files and more pertinent and helpful error messages.

code-generation compiler file-format interpreter microvba office parser powerpoint powerpoint-automation powerpoint-generation powerpoint-presentations powerpoint-vba vba vba-programs vector-graphics vectorization

Last synced: 24 Jan 2026

https://github.com/ciusji/sql_vectorization_compilation

Collection of experiments to carve out the differences between two types of relational query processing engines: Vectorizing (interpretation based) engines and compiling engines.

code-generation compilation-database llvm llvm-bitcode llvm-compiler query-engine vectorization vectorized-computation

Last synced: 27 Mar 2025

https://github.com/cnr-isti-vclab/archaide_digit

The repository for digit, an automatic MATLAB app for the digitalization of archaeological drawings

archaide image-processing image-recognition image-segmentation livewire matlab-application vectorization

Last synced: 08 Apr 2025

https://github.com/lrshsl/rtov

Approach to convert raster to vector graphics using AI for my school graduation project.

ai deep-learning neural-network vector-graphics vectorization

Last synced: 02 Mar 2025

https://github.com/yash1th-yerra/movie-recommendation-system

This project is a content-based movie recommendation system built with the TMDb 5000 Movies and Credits datasets. It processes and combines movie metadata, including genres, keywords, cast, crew, production companies, and overview descriptions, to recommend movies based on similarity.

content-based-recommendation cosine-similarity nltk python recommender-system streamlit tf-idf vectorization

Last synced: 06 Nov 2025

https://github.com/zz-jason/hand-coded-tpch

A hand coded implementation for queries in TPC-H benchmark

memory-database performance simd tpch vectorization

Last synced: 09 Sep 2025

https://github.com/robertopatino1/l.u.c.y

Lucy is a psycology-podcast-based chatbot that will help you by listening to your problemas and giving you great first hand advice

artificial-intelligence bot chainlit data-science ia machine-learning model open-source python vectorization

Last synced: 26 Aug 2025

https://github.com/xreedev/research-asist-tool

This project aims to simplify and summarize scientific data , convert it to a audio format as a podcast , and create a power point presentation from the paper. This helps researchers, academics and students altogether.

bart beautifulsoup btech btech-project btech-projects js pptx pypdf python react requests scientific-papers summarization tf-idf vectorization word2vec

Last synced: 05 Jul 2025

https://github.com/olekscode/intrinsicsavx

Implementation of several algorithms using Intel AVX intrinsic instructions

avx intel intrinsics vectorization

Last synced: 05 Apr 2025

https://github.com/kareimgazer/parallelism-with-intel

A solution for a bunch of HPC scientific problems using openMP and MPI intel libraries and compilers

c-plus-plus cpp distributed-computing hpc intel memory-management mpi multithreading openmp optimization scientific-computing vectorization

Last synced: 29 Mar 2025

https://github.com/vcdevel/vc-examples-nonfree

Vc examples that cannot be freely redistributed with the rest of Vc

cpp examples simd splines vc vectorization

Last synced: 17 Mar 2025

https://github.com/abhiroop/lift-vector

Vector data types and polymorphic SIMD functions for Haskell

haskell parallel-programming performance vectorization

Last synced: 18 Mar 2025

https://github.com/saadasif-nu/deepphish

DeepPhish is a web-based phishing detection system that helps users identify suspicious URLs and emails. It uses Machine Learning and Natural Language Processing (NLP) techniques.

expressjs flask lemmatization machine-learning-algorithms mongodb multinomial-naive-bayes natural-language-processing nodejs python3 reactjs tf-idf vectorization xgboost

Last synced: 17 Oct 2025

https://github.com/shucharjer/hpmem

A static library with hyper performance memory operations

avx copy high-performance memory vectorization

Last synced: 17 Jul 2025