Projects in Awesome Lists tagged with numba

https://github.com/pasaopasen/gabor-wavelet

Python realization of wavelet transform with Gabor-kernel (from matlab)

math numba numpy speedup wavelet-transform

Last synced: 28 Nov 2024

https://github.com/byunjuneseok/compile-python-with-c

파이썬의 성능향상을 도와주는 도구들에 대한 내용 정리 레포지토리입니다.

cython numba pypy python shedskin

Last synced: 28 Nov 2024

https://github.com/hayden-donnelly/no-cuda-ngp-nerf

An educational implementation of Instant NGP NeRF using JAX and Numba instead of custom CUDA kernels.

instant-ngp jax nerf neural-radiance-field numba

Last synced: 19 Nov 2024

https://github.com/konjkov/pycasino

Python realisation of Casino (QMC) program

mpi4py numba numpy python3 quantum-chemistry quantum-monte-carlo scipy

Last synced: 13 Oct 2024

https://github.com/douglasdavis/humba

Histogramming accelerated with numba.

histogram numba python3

Last synced: 03 Dec 2024

https://github.com/sun-data/regridding

Numba-accelerated interpolation of NumPy n-dimensional arrays.

interpolation numba numpy python regridding resampling

Last synced: 16 Nov 2024

https://github.com/yashkathe/image-noise-reduction-with-cuda

This repository conducts a comprehensive analysis of image denoising technique - median blur, comparing GPU-accelerated (Numba) and CPU-based (OpenCV) processing speeds. Using diverse images, the project applies median filtering to assess efficiency providing insights into the practical impacts of hardware acceleration in real-world applications

cuda cuda-programming gpu-programming hardware-speed-analysis image-analysis image-processing numba nvidia nvidia-cuda nvidia-gpu opencv parallel-programming

Last synced: 06 Nov 2024

https://github.com/jeugregg/santa-workshop-tour-2019

Kaggle competition santa-workshop-tour-2019 : genetic algorithm proposition compare to Guropi MIP optimizer

competition cpp genetic-algorithm gurobi ipynb kaggle notebook numba santa

Last synced: 13 Nov 2024

https://github.com/rocm/numba-hip

HIP backend patch for Numba, the NumPy aware dynamic Python compiler using LLVM.

ai compiler cuda gpu hip hpc jit ml numba python radeon-instinct-mi-series

Last synced: 07 Nov 2024

https://github.com/olutosinbanjo/direction_field

Plotting a Direction Field with Python (Intel® DevMesh Project)

cloud devcloud dpctl dppy heterogeneous-computing high-performance-computing intel intel-xpu numba numpy python3

Last synced: 05 Nov 2024

https://github.com/stanczakdominik/nbody

n-body/molecular dynamics in Python on the GPU via numba.cuda

gpu nbody-simulation numba physics python

Last synced: 09 Dec 2024

https://github.com/mothnik/robust_fourier

Noise- and Outlier-Robust Fourier Transform with Hermite Functions with NumPy and Numba

chebyshev-polynomials fourier-transform hermite-functions hermite-polynomials least-square-regression logsumexp numba numpy python robust-statistics

Last synced: 11 Oct 2024

https://github.com/hansalemaos/numba_aot_compiler

A function to facilitate the Ahead-of-time compilation with Numba

aheadoftime aot compile numba numpy pyd

Last synced: 07 Nov 2024

https://github.com/sun-data/ndfilters

Numba-accelerated, n-dimensional image filters.

filters image-processing n-dimensional numba numpy scientific-computing scipy

Last synced: 11 Oct 2024

https://github.com/nsarrazin/odessa

ODESSA - ODE System Solving Accelerator

numba ode ode-solver python rocket rocketry scientific-computing

Last synced: 16 Dec 2024

https://github.com/amit112amit/oriented-particles-python

A Python 3 implementation for Oriented Particles System using Numba

l-bfgs-b numba oriented-particles python3

Last synced: 11 Dec 2024

https://github.com/winstxnhdw/python-bench

Simple code optimisation benchmark for speed and accuracy.

benchmark numba numpy python scipy

Last synced: 11 Dec 2024

https://github.com/danjan1234/numba-vs-cython

cython numba python python3

Last synced: 17 Dec 2024

https://github.com/hansalemaos/charchef

3 functions to normalize strings, repair bad encoding, replace non-printable characters

ascii normalize numba python unicode

Last synced: 31 Oct 2024

https://github.com/da-luce/cornell-autobike

Codebase of the Cornell Autonomous Bicycle Team

autonomous-vehicles cornell docker machine-learning mapping matplotlib numba numpy osmnx pytest python3 qlearning robotics scipy tk

Last synced: 14 Nov 2024

https://github.com/southendmusic/-numbashader

An implementation of shaders using Numba for CUDA GPUs.

gameoflife mandelbrot-set mandelbulb numba opencv-python raymarching shaders

Last synced: 13 Dec 2024

https://github.com/tuokri/rs2simlib

Python library for Rising Storm 2: Vietnam physics objects simulation and automated data collection.

numba numpy physics rising-storm-2-vietnam simulation unreal-engine-3

Last synced: 19 Dec 2024

https://github.com/jaidevd/ipec-fdp

cuda hpc keras mapreduce numba spark tensorflow

Last synced: 06 Dec 2024

https://github.com/frolov-andrey2405/mandelbrot-s-fractal

Mandelbrot's Fractal Constructions

numba numpy pygame python

Last synced: 14 Nov 2024

https://github.com/frolov-andrey2405/sine-waves

Animation of superimposition of two sine waves with different parameters

matplotlib numba nympy python

Last synced: 14 Nov 2024

https://github.com/lunaluxie/python-path-tracer

Python path tracer implemented from scratch using Numba for acceleration ✨⚡

numba path-tracing ray-tracing

Last synced: 13 Nov 2024

https://github.com/auralius/parallel-value-iteration

Finding a shortest path on a binary occupancy map

dynamic-programming mpi4py numba occupancy-grid-map openmp parallel-programming shortest-path-algorithm value-iteration

Last synced: 05 Dec 2024

https://github.com/russelljjarvis/jit_hub

Single neuronal models encoded in python language numba speed up. Note model waveforms are returned in Neo Format and model currents and voltages are represented with quantities units.

numba numba-jit-compiler

Last synced: 11 Nov 2024

https://github.com/trgiangdo/fast_recsys

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

knn movielens netflix-prize numba python recommender-system svd

Last synced: 03 Dec 2024

https://github.com/suap-dev/python-essentials

a repository intended for people who want to know some python basics

lambda-functions numba numpy oop pandas teaching

Last synced: 24 Nov 2024

https://github.com/jonaylor89/image-filters

CMSC 636 Image Analysis Project 1

docker image-analysis image-processing numba numpy python

Last synced: 12 Nov 2024

https://github.com/sun-data/ndoptimize

Numba-accelerated minimization of objective functions.

astropy minimization numba numpy optimization scientific-computing

Last synced: 16 Nov 2024

https://github.com/tuokri/rs2-weapon-damage-analysis

Data visualization app for Rising Storm 2: Vietnam.

dash data-display data-visualization numba numpy pandas plotly postgres rising-storm-2-vietnam sqlalchemy timescaledb

Last synced: 19 Dec 2024

https://github.com/hrolive/fundamentals-of-accelerated-computing-with-cuda-python

Explore how to use Numba—the just-in-time, type-specializing Python function compiler—to create and launch CUDA kernels to accelerate Python programs on massively parallel NVIDIA GPUs.

accelerated-computing cuda cuda-programming jit numba nvidia python