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Projects in Awesome Lists tagged with numba

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

https://github.com/numba/numba

NumPy aware dynamic Python compiler using LLVM

compiler cuda llvm numba numpy parallel python

Last synced: 16 Dec 2024

https://github.com/domokane/financepy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

asset-allocation bonds credit currency derivatives derivatives-pricing finance fixed-income investment numba pricing python risk risk-management students valuation

Last synced: 17 Dec 2024

https://github.com/domokane/FinancePy

A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.

asset-allocation bonds credit currency derivatives derivatives-pricing finance fixed-income investment numba pricing python risk risk-management students valuation

Last synced: 28 Oct 2024

https://github.com/makepath/xarray-spatial

Raster-based Spatial Analytics for Python

datashader numba python raster-analysis spatial-analysis xarray

Last synced: 15 Nov 2024

https://github.com/gboeing/pynamical

Pynamical is a Python package for modeling and visualizing discrete nonlinear dynamical systems, chaos, and fractals.

animation bifurcation-diagram chaos cobweb-plot fractal fractals ipynb logistic math matplotlib modeling nonlinear numba numpy pandas phase-diagram physics python systems visualization

Last synced: 15 Dec 2024

https://github.com/salesforce/warp-drive

Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning Framework on a GPU (JMLR 2022)

cuda deep-learning gpu high-throughput multiagent-reinforcement-learning numba pytorch reinforcement-learning

Last synced: 20 Dec 2024

https://github.com/sdiehl/numpile

A tiny 1000 line LLVM-based numeric specializer for scientific Python code.

compiler ipython-notebook jit llvm-tutorial numba python specializer tutorial

Last synced: 16 Dec 2024

https://github.com/numba/numba-scipy

numba_scipy extends Numba to make it aware of SciPy

compiler llvm numba numpy scipy

Last synced: 20 Dec 2024

https://github.com/gbolmier/funk-svd

:zap: A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize

numba recommendation-algorithm

Last synced: 27 Oct 2024

https://github.com/ml31415/numpy-groupies

Optimised tools for group-indexing operations: aggregated sum and more

groupby numba numpy python

Last synced: 20 Dec 2024

https://github.com/luigifcruz/CyberRadio

πŸ“» An SDR Based FM/AM Radio For Desktop. Accelerated with #cuSignal and Numba.

cusignal numba python qt5 radio-core

Last synced: 06 Nov 2024

https://github.com/ogrisel/pygbm

Experimental Gradient Boosting Machines in Python with numba.

numba python

Last synced: 17 Dec 2024

https://github.com/wukan1986/ta_cn

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alpha101 alpha191 bottleneck kdj macd numba pandas talib

Last synced: 16 Dec 2024

https://github.com/fluiddyn/transonic

:rocket: Make your Python code fly at transonic speeds!

aot cython extensions jit numba numpy pythran

Last synced: 18 Dec 2024

https://github.com/jni/skan

Python module to analyse skeleton (thin object) images

numba numpy python scipy

Last synced: 20 Dec 2024

https://github.com/rougier/scipy-crash-course

Material for a 24 hours course on Scientific Python

course cython matplotlib numba numpy python scipy

Last synced: 07 Nov 2024

https://github.com/LukeRoantree4815162342/QUB_DW_HighPerformancePython

Code and more for the QUB Development Weeks event 'High Performance Python'

cython high-performance high-performance-computing numba python tutorial

Last synced: 27 Nov 2024

https://github.com/lukeroantree4815162342/qub_dw_highperformancepython

Code and more for the QUB Development Weeks event 'High Performance Python'

cython high-performance high-performance-computing numba python tutorial

Last synced: 13 Nov 2024

https://github.com/intelpython/numba-dpex

Data Parallel Extension for Numba

intel-xpu numba python sycl

Last synced: 21 Dec 2024

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: 21 Dec 2024

https://github.com/IntelPython/numba-dpex

Data Parallel Extension for Numba

intel-xpu numba python sycl

Last synced: 05 Nov 2024

https://github.com/open-atmos/PySDM

Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab

atmospheric-modelling atmospheric-physics cuda gpu gpu-computing monte-carlo-simulation numba nvrtc particle-system physics-simulation pint pypi-package python research simulation thrust

Last synced: 05 Nov 2024

https://github.com/open-atmos/pysdm

Pythonic particle-based (super-droplet) warm-rain/aqueous-chemistry cloud microphysics package with box, parcel & 1D/2D prescribed-flow examples in Python, Julia and Matlab

atmospheric-modelling atmospheric-physics cuda gpu gpu-computing monte-carlo-simulation numba nvrtc particle-system physics-simulation pint pypi-package python research simulation thrust

Last synced: 18 Dec 2024

https://github.com/luigifcruz/radio-core

πŸ“” Python based DSP for CyberRadio and PyRadio. Accelerated with #cuSignal and Numba.

cusignal numba python radio-core

Last synced: 06 Nov 2024

https://github.com/mzy2240/esa

Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)

automation contingency-analysis esa graph-analysis hpc numba numpy pandas power-flow powersystem powerworld powerworld-simulator python pythran simauto simulator simulator-automation-server smart-grid transient-stability

Last synced: 11 Oct 2024

https://github.com/mzy2240/ESA

Easy SimAuto (ESA): An easy-to-use Power System Analysis Automation Environment atop PowerWorld Simulator Automation Server (SimAuto)

automation contingency-analysis esa graph-analysis hpc numba numpy pandas power-flow powersystem powerworld powerworld-simulator python pythran simauto simulator simulator-automation-server smart-grid transient-stability

Last synced: 14 Nov 2024

https://github.com/luigifcruz/PyRadio

πŸ€“ Python Scripts for WBFM and AM demodulation. Accelerated with #cuSignal and Numba.

cusignal numba python radio-core

Last synced: 06 Nov 2024

https://github.com/cpcloud/numbsql

Run Numba compiled functions into SQLite

database numba performance python sqlite

Last synced: 28 Oct 2024

https://github.com/jmoralez/window_ops

Fast window operations

expanding numba numpy online rolling

Last synced: 19 Dec 2024

https://github.com/loftytopping/PyBox

A box-model that automatically creates and solves equations used to describe the evolution in atmospheric composition using Python with Numba and, optionally, Fortran.

atmospheric-science chemistry fortran numba

Last synced: 05 Nov 2024

https://github.com/Daniel-Liu-c0deb0t/Adversarial-point-perturbations-on-3D-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow

Last synced: 28 Oct 2024

https://github.com/daniel-liu-c0deb0t/adversarial-point-perturbations-on-3d-objects

New distributional and shape attacks on neural networks that process 3D point cloud data.

3d-point-clouds adversarial-attacks algorithms deep-learning matplotlib numba numpy pointnet python tensorflow

Last synced: 07 Nov 2024

https://github.com/2b-t/stereo-matching

Stereo-image depth reconstruction with different matching costs and matching algorithms in Python using Numpy and Numba

computer-vision docker jupyter-notebook ncc normalized-cross-correlation numba numpy python sad scipy semi-global-matching sgm ssd sum-of-squares winner-take-all wta

Last synced: 25 Nov 2024

https://github.com/Climdyn/qgs

A 2-layer quasi-geostrophic atmospheric model in Python. Can be coupled to a simple land or shallow-water ocean component.

atmospheric-models climate climate-variability meteorology numba ocean-atmosphere-model python

Last synced: 27 Nov 2024

https://github.com/IntelPython/DPEP

Data Parallel Extensions for Python*

gpu-computing heterogeneous-computing numba numpy python

Last synced: 09 Nov 2024

https://github.com/intelpython/dpep

Data Parallel Extensions for Python*

gpu-computing heterogeneous-computing numba numpy python

Last synced: 15 Nov 2024

https://github.com/00sapo/Python-Complementary-Languages

Just a small test to see which language is better for extending python when using lists of lists

benchmark julia list numba python3 rust

Last synced: 14 Nov 2024

https://github.com/gjbex/python-for-hpc

Repository for participants of the "Python for HPC" training

cuda cython dask gpu hpc mpi numba python python-training scientific-computing swig training

Last synced: 22 Nov 2024

https://github.com/kwea123/python-ray-tracing-with-cuda-example

An example of cuda ray tracing in pure python syntax.

cuda numba python ray-tracing

Last synced: 30 Oct 2024

https://github.com/scivision/python-performance

Performance benchmarks of Python, Numpy, etc. vs. other languages such as Matlab, Julia, Fortran.

benchmark fortran gfortran julia matlab microbenchmark numba numpy performance

Last synced: 31 Oct 2024

https://github.com/otsaloma/dataiter

Python classes for data manipulation

data-frame json numba numpy python

Last synced: 18 Nov 2024

https://github.com/fgebhart/mapa

Create 3d-printable STLs from satellite 🌍 elevation data

3d-printing elevation geospatial maps numba numpy satellite-data stl stl-files

Last synced: 19 Dec 2024

https://github.com/open-atmos/pympdata

Numba-accelerated Pythonic implementation of MPDATA with examples in Python, Julia and Matlab

advection advection-diffusion atmospheric-modelling numba numerical-integration pde-solver pypi-package python research simulation

Last synced: 15 Dec 2024

https://github.com/maarten-vd-sande/qnorm

Fast-ish (and correct!) quantile normalization in Python.

normalization numba pandas python qnorm quantile-normalization statistics

Last synced: 28 Oct 2024

https://github.com/ktaletsk/NCCV

Short course on computer vision and image processing using Numba+CUDA+OpenCV

computer-vision cuda jupyter-notebook numba

Last synced: 15 Nov 2024

https://github.com/dennis-van-gils/python-dvg-ringbuffer

Numpy ring buffer at a fixed memory address to allow for significantly sped up numpy, sigpy, numba & pyFFTW calculations.

buffer circular deque numba numpy pyfftw ring scipy

Last synced: 18 Dec 2024

https://github.com/intelpython/dpbench

Benchmark suite to evaluate Data Parallel Extensions for Python

benchmark dpctl dpnp numba numba-dpex numpy performance

Last synced: 15 Nov 2024

https://github.com/numba/numba-rvsdg

Numba compatible RVSDG (Regionalized Value State Dependence Graph) utilities.

compilers numba python rvsdg

Last synced: 06 Nov 2024

https://github.com/nvidia/numbast

Numbast is a tool to build an automated pipeline that converts CUDA APIs into Numba bindings.

cuda numba

Last synced: 29 Oct 2024

https://github.com/numba/pixie

Creates performance portable libraries with embedded source representations.

compiler elf executable format numba

Last synced: 06 Nov 2024

https://github.com/fatiando/choclo

Kernel functions for your geophysical models

fatiando-a-terra geophysics gravity magnetism numba python

Last synced: 11 Nov 2024

https://github.com/muhd-umer/comyx

Comyx is an optimized and modular Python library for simulating wireless communication systems

6g noma numba numpy pytorch ray reinforcement-learning ris scipy simulation star-ris wireless-communication

Last synced: 07 Nov 2024

https://github.com/titu1994/dtw-numba

Implementation of Dynamic Time Warping algorithm with speed improvements based on Numba.

dtw numba timeseries warping

Last synced: 13 Oct 2024

https://github.com/person142/spycial

Special functions written in Python and accelerated by Numba

numba python special-functions

Last synced: 16 Oct 2024

https://github.com/noahgift/nuclear_powered_command_line_tools

Nuclear Powered Command-Line Tools

cuda jit machine-learning numba python

Last synced: 11 Oct 2024

https://github.com/pearu/pydlpack

DLPack data exchange interface in Python

buffer cupy dlpack jax memoryview numba numpy-arrays python torch

Last synced: 08 Nov 2024

https://github.com/naereen/kullback-leibler-divergences-and-kl-ucb-indexes

🐍 πŸ”¬ Fast Python implementation of various Kullback-Leibler divergences for 1D and 2D parametric distributions. Also provides optimized code for kl-UCB indexes

bandit-algorithms cython divergence kl-ucb kullback-leibler-divergence numba python-library

Last synced: 11 Dec 2024

https://github.com/casangi/cngi_prototype

Prototype Development of CNGI

astronomy dask numba scipy xarray zarr

Last synced: 30 Sep 2024

https://github.com/animator/blurhash-numba

Fastest BlurHash implementation for Python using Numba

blurhash numba python

Last synced: 28 Nov 2024

https://github.com/jacobtomlinson/advent-of-gpu-code-2020

Solutions for Advent of Code 2020 written for the GPU in Python

advent-of-code cuda gpu jupyter-notebooks numba python

Last synced: 29 Oct 2024

https://github.com/person142/numba_special

Numba overloads for SciPy's special functions

numba scipy special-functions

Last synced: 13 Oct 2024

https://github.com/comcast/rapid-ip-checker

A GPU accelerated tool to compare large lists of IPv4/IPv6 addresses.

cuda ipv4 ipv6 numba parallel

Last synced: 14 Nov 2024

https://github.com/maxim-saplin/mandelbrot

Microbenchmark testing Python, Numba, Mojo, Dart, C/gcc, Rust, Go, JavaScript, C#, Java, Kotlin, Pascal, Ruby, Haskell performance in Mandelbrot set generation

bun c csharp dart dotnet flutter gcc golang haskell java javascript kotlin mojo node nodejs numba pascal python ruby rust

Last synced: 11 Oct 2024

https://github.com/mgautam98/chitrapy

Mini Image Processing Library in Python with JIT Compiler for Fast computation.

hacktoberfest image-processing numba numpy python3

Last synced: 20 Oct 2024

https://github.com/atra94/simba

A NumBa based Simulation framework for interconnected dynamical systems.

dynamical-systems modeling modeling-dynamic-systems numba python simulation simulation-environment simulation-framework

Last synced: 13 Nov 2024

https://github.com/simbold/hawkespylib

Python Package for simulation and estimation of Hawkes processes

hawkes-process inference numba point-process python3 simulation statistics

Last synced: 18 Oct 2024

https://github.com/smoren/molecular-python3

Virtual chemistry simulation in 2D based on numpy and numba.

animation canvas molecular-simulation numba numpy parallel-computing

Last synced: 28 Nov 2024

https://github.com/fandreuz/python-performance-playground

Performance analysis of Python snippets for scientific computing

dask high-performance-computing numba numpy performance-analysis python

Last synced: 20 Nov 2024

https://github.com/monstar-lab-oss/numba-solidjs

This tool provides easy assigning the numbers to your designs.

figma figma-plugin javascript numba solidjs

Last synced: 10 Nov 2024

https://github.com/animator/mandelbrot-numba

Numba accelerated Interactive Mandelbrot Set Generator.

fractals mandelbrot numba python

Last synced: 28 Nov 2024

https://github.com/fandreuz/parallel-mapped-distance-matrix

Parallel mapped distance matrix with NumPy and Numba

hacktoberfest hpc numba numpy

Last synced: 20 Nov 2024

https://github.com/tuancamtbtx/gpu-python

Project Seam Carving

gpu numba python seam-carving

Last synced: 09 Nov 2024

https://github.com/fluiddyn/transonic-demos

Demonstration of using transonic to accelerate Python

cython numba numpy pythran transonic

Last synced: 01 Dec 2024

https://github.com/jcatankard/numbaml

Regression modelling implemented in Numba

linear-regression numba regression

Last synced: 09 Dec 2024

https://github.com/pr38/numbadecisiontrees

novel 'numba' based recreation of scikit-learn's decision tree algorithm

decision-tree decision-trees machine-learning numba python scikit-learn

Last synced: 09 Nov 2024

https://github.com/odoluca/fast-nw-and-sw-pairwise-alignment-using-numba-jit

This project includes Needleman-Wunsch and Smith-Waterman algorithms and their afine gap variations (Gotoh) written to work with Cython, PyPy and Numba. Numba JIT shows greater performance. For Best performance use gotoh_jit.py to get only the best score and use gotoh_jit_traceback to get the best alignment

alignment cython dna-sequences gotoh needleman-wunsch numba pairwise pairwise-alignment protein-sequences pypy3 python python-3-6 smith-waterman

Last synced: 03 Dec 2024

https://github.com/rkv0id/boltzmanumba

GPU-Parallelization of a sequential Lattice Boltzmann gist on CUDA-capable devices using Numba.

cuda lbm numba

Last synced: 09 Nov 2024