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The Top 111 Vectorization Open Source Projects on Github
Categories
>
Mathematics
>
Vectorization
From Python To Numpy
⭐
1,651
An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
Simde
⭐
1,244
Implementations of SIMD instruction sets for systems which don't natively support them.
Xsimd
⭐
1,131
C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, NEON, AVX512)
Vc
⭐
1,091
SIMD Vector Classes for C++
Neanderthal
⭐
949
Fast Clojure Matrix Library
Text2vec
⭐
691
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
Cranium
⭐
480
🤖 A portable, header-only, artificial neural network library written in C99
Sleef
⭐
379
SIMD Library for Evaluating Elementary Functions, vectorized libm and DFT
Boost.simd
⭐
239
Boost SIMD
Gerbolyze
⭐
198
Render high-resolution bitmap images to PCB gerber files
Kuibadb
⭐
185
Another OLAP database
Hybridizer Basic Samples
⭐
166
Examples of C# code compiled to GPU by hybridizer
Impala
⭐
124
An imperative and functional programming language
Thorin
⭐
124
The Higher-Order Intermediate Representation
Svgurt
⭐
109
Image -> SVG Vectorizing Tool - Live at:
Zebratrace
⭐
104
Bitmap to Vector Conversion. Woodcut, guilloche, halftone effects
Rv
⭐
69
RV: A Unified Region Vectorizer for LLVM
Drawingbotv3
⭐
67
Drawing Bot is a free, open source software for converting images to line drawings
Umesimd
⭐
56
UME::SIMD A library for explicit simd vectorization.
Frovedis
⭐
55
Framework of vectorized and distributed data analytics
Veccore
⭐
54
C++ Library for Portable SIMD Vectorization
Virtual_sketching
⭐
51
General Virtual Sketching Framework for Vector Line Art (SIGGRAPH 2021)
Mapmap_cpu
⭐
41
A high-performance general-purpose MRF MAP solver, heavily exploiting SIMD instructions.
Gotrace
⭐
38
Pure Go implementation of Potrace vectorization library
Tomahawk
⭐
35
Fast calculations of linkage-disequilibrium in large-scale human cohorts
Alt I2v
⭐
30
alternative illustration2vec implitation of sigmoids of fully connected layer
Ppscan
⭐
26
ppSCAN: Parallelizing Pruning-based Graph Structural Clustering (ICPP'18) - by Yulin Che, Shixuan Sun and Prof. Qiong Luo
Hypothesis Gufunc
⭐
25
Extension to hypothesis for testing numpy general universal functions
Festung
⭐
25
The main project for the MATLAB / GNU Octave code of FESTUNG
Ultra Sort
⭐
18
DSL for SIMD Sorting on AVX2 & AVX512
Runtime
⭐
17
AnyDSL Runtime Library
Intel Sde Flops
⭐
15
Computing FLOPs with Intel Software Development Emulator (Intel SDE)
Qhilbert
⭐
14
qHilbert is a vectorized speedup of Hilbert curve generation using SIMD intrinsics
Hlml
⭐
14
Auto-generated maths library for C and C++ based on HLSL
Reach
⭐
13
Load embeddings and featurize your sentences.
Multivariate Linear Regression Gradient Descent Javascript
⭐
13
⭐️ Multivariate Linear Regression with Gradient Descent in JavaScript (Vectorized)
Multivariate Linear Regression Normal Equation Javascript
⭐
12
⭐️ Multivariate Linear Regression with Normal Equation in JavaScript (Vectorized)
Artic
⭐
12
The AlteRnaTive Impala Compiler
Fasterraster
⭐
11
Faster raster processing using GRASS GIS
Riscv Vectorized Benchmark Suite
⭐
11
RiVEC Bencmark Suite
Booleval
⭐
10
Fast vectorized comparison and Boolean operations in the Wolfram Language.
Univariate Linear Regression Gradient Descent Javascript
⭐
9
⭐️ Univariate Linear Regression with Gradient Descent in JavaScript (Vectorized)
Cadishi
⭐
9
Cadishi: CAlculation of DIStance HIstograms
Py_vollib_vectorized
⭐
8
A vectorized implementation of py_vollib, that supports numpy arrays and pandas Series and DataFrames.
Featuremill
⭐
8
general-purpose fast, stateless, and deterministic feature extractor written in golang for use in machine learning
Qbrot
⭐
8
A fast C++ Madelbrot renderer using AVX2 extensions
Image2cad
⭐
8
An application to translate raster image of CAD drawing sheet to a user editable DXF format.
Optiflop
⭐
7
Optiflop measures the optimally achievable FLOPs for mathematical operations on various platforms.
Stincilla
⭐
7
A DSL for Stencil Codes
Jsonvectorizer
⭐
7
Tools for extracting vector representations of JSON documents
Erc
⭐
7
erc - High Performance Programming Language
Litesimd
⭐
7
Litesimd is a no overhead, header only, C++ library for SIMD processing, specialized on SIMD comparison and data shuffle.
Rakau
⭐
7
C++17 N-body Barnes-Hut on heterogeneous hardware architectures
Simd Kd Tree
⭐
7
vectorization of the kd-tree data structure and search algorithm
Vectorgraphlibrary
⭐
7
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.
Guinsoo
⭐
6
Engine of Spotrix which is a BI tool.
Contourer
⭐
5
Tool for creating svg of contoured base64-encoded image
Vectorizer
⭐
4
Vectorize any image and download as SVG.
Hpcgol
⭐
4
High performance Conway's Game of Life
Qfib
⭐
4
Fast, and parallel, fibonacci numbers
Preprocess_nlp
⭐
3
A fast framework for pre-processing (Cleaning text, Reduction of vocabulary, Feature extraction and Vectorization). Implemented with parallel processing using custom number of processes.
Text Classification
⭐
3
The purpose of this repository is to explore text classification methods in NLP with deep learning.
Array_funcs
⭐
3
MicroPython functions written in assembly language for use with arrays to allow fast (vectorized) numeric computations.
Hpc 2019
⭐
3
Materials of High Performance Computing course by Sergey Rykovanov
Machine Learning
⭐
3
Machine learning: Practical applications
Hand Coded Tpch
⭐
3
A hand coded implementation for queries in TPC-H benchmark
Numpycnn
⭐
2
A simple vectorized implementation of a Convolutional Neural Network in plain Numpy && more
Pg
⭐
2
C++ PlayGround
Ut Vector
⭐
2
A java based vectorization software which takes a raster image as input and convert it to a vector format. vector image stores as a SVG graphics.
Archaide_digit
⭐
2
The repository for digit, an automatic MATLAB app for the digitalization of archaeological drawings
Teseo2
⭐
2
Teseo2: Turn the Eldest Seismograms into the Electronic Original Ones
Cavityflowinlbminmatlab
⭐
2
💾Cavity Lid-driven flow in Lattice Boltzmann Method, MATLAB implementation.
Libsimdcpp
⭐
2
C++ interface for SIMD instruction sets
Python
⭐
2
A repository for useful small tasks implemented in python
Acctrussdecomposition
⭐
2
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
Game_of_life
⭐
2
A Fast, bit vectorized, implementation Conway's Game of Life implemented in rust, optimized for x86_64.
Many
⭐
2
Frequently-used methods for exploratory analysis
Vectorization Public
⭐
2
Public-facing repository for SLAVV software
Image_color_switcher
⭐
2
A custom widget that demonstrates how to switch specific colors of an image using Flutter.
Undergraduateb.eng.thesis
⭐
1
🔑My Undergraduate Bachelor in Engineering's Thesis
Tf Score Sklearn_fetch_20newsgroups
⭐
1
Term Frequency with sklearn fetch_20newsgroups dataset
Oh My Sorts
⭐
1
An empirical testimony: performs an efficiency test on the most popular sorting algorithms using identical sets of pseudo-randomly ordered integer values with auto-vectorization and multi-threading with Numba. Runs on LLVM compiler.
Linear Regression
⭐
1
Linear regression algorithm that converges using gradient descent built-in Python with Numpy module.
Bgsiam17 Bulgaria Section Of Siam 2017
⭐
1
BGSIAM17 - Bulgaria Section of SIAM 2017
Movie Recommend
⭐
1
Movie Recommendation System using Counter Vectorizer and Cosine Similarity
Machine Learning
⭐
1
Machine Learning case-studies at WPI. Projects covers the following data science topics such as NLP, Pre-processing, Analytics, visualization, dimension reduction, classification and regression.
Omp Avx Intrinsics Dotprod
⭐
1
Benchmark the effects of compilers and optimisers on the performance of a simple dot product of vectors stored in std::vector and std::array containers (C++20 std::span), shared-memory parallelisation with OpenMP (parallel for and SIMD) as well as manual AVX2/AVX512 intrinsics
Vectorized_types
⭐
1
A small C++ library for easy explicit compile time vectorization. WIP.
Pixeltrace
⭐
1
A Simple commandline application for vectorizing pixel-art images.
Big_data_project
⭐
1
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.
Text Vectorization Techniques
⭐
1
Implementation of Different NLP techniques to convert text to feature vector
Innovationprojectsearch
⭐
1
Under Armour Innovation Project Search
Ep2018
⭐
1
In this repository I am writing some notes and scripts to understand the relationship between linear algebra and machine learning algorithms.
Polygon Triangulation Tool
⭐
1
A simple tool to analyze polygons and fill them with triangles based on a set of parameters.
Nlp_in_actions
⭐
1
Natural Language Processing In Actions
Simd_detect
⭐
1
Detect OS and CPU SIMD operation supports and output them in Python
Kaggle Spam
⭐
1
Spam Detection – Cluster SMS messages to “Spam” and “Ham” (Kaggle Challenge)
Twitter Sentiment Analysis
⭐
1
Sentiment analysis on tweets: data cleaning, data analysis, vectorization, classification
Yelp_sentiment_analysis
⭐
1
Sentiment analysis on the Yelp dataset using Logistic Regression
Vectorization
⭐
1
1-100 of 111 projects
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📦 72
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📦 79
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📦 28
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📦 30
Command Line Interface
📦 48
Community
📦 81
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📦 60
Compilers
📦 60
Computer Science
📦 74
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📦 39
Content Management
📦 167
Control Flow
📦 197
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📦 77
Data Processing
📦 266
Data Storage
📦 132
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📦 60
Frameworks
📦 198
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📦 122
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📦 103
Hardware
📦 148
Integrated Development Environments
📦 47
Learning Resources
📦 147
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📦 28
Libraries
📦 119
Lists Of Projects
📦 21
Machine Learning
📦 336
Mapping
📦 61
Marketing
📦 15
Mathematics
📦 55
Media
📦 228
Messaging
📦 97
Networking
📦 304
Operating Systems
📦 84
Operations
📦 120
Package Managers
📦 52
Programming Languages
📦 229
Runtime Environments
📦 96
Science
📦 42
Security
📦 375
Social Media
📦 26
Software Architecture
📦 70
Software Development
📦 68
Software Performance
📦 57
Software Quality
📦 127
Text Editors
📦 45
Text Processing
📦 131
User Interface
📦 310
User Interface Components
📦 465
Version Control
📦 29
Virtualization
📦 68
Web Browsers
📦 38
Web Servers
📦 25
Web User Interface
📦 194
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