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Search results for numba

259 search results found

Numba ⭐ 9,185

NumPy aware dynamic Python compiler using LLVM

Uniform Manifold Approximation and Projection

Vectorbt ⭐ 3,189

Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

Stumpy ⭐ 2,901

STUMPY is a powerful and scalable Python library for modern time series analysis

Quantecon.py ⭐ 1,804

A community based Python library for quantitative economics

Llvmlite ⭐ 1,748

A lightweight LLVM python binding for writing JIT compilers

Financepy ⭐ 1,711

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

Pymatting ⭐ 1,656

A Python library for alpha matting

A Python package for time series classification

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

ARCH models in Python

Awkward ⭐ 772

Manipulate JSON-like data with NumPy-like idioms.

Xarray Spatial ⭐ 723

Raster-based Spatial Analytics for Python

Rust Python Example ⭐ 663

Example of using Rust to Extend Python

Pynamical ⭐ 518

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

Fast Soft Sort ⭐ 476

Fast Differentiable Sorting and Ranking

Diffeqpy ⭐ 456

Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization

Warp Drive ⭐ 427

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

Small Image Library for Python 3

Originally a github fork of the llvm-py repository from http://www.mdevan.org/llvm-py/index.html updated to work with LLVM 3.x. Since then it has changed significantly with multiple sub-projects.

YASA (Yet Another Spindle Algorithm): a Python package to analyze polysomnographic sleep recordings.

Pytorch Softdtw Cuda ⭐ 359

Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba

Acoular ⭐ 355

Library for acoustic beamforming

Python package for solving partial differential equations using finite differences.

Numpile ⭐ 317

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

Pynomaly ⭐ 295

Anomaly detection using LoOP: Local Outlier Probabilities, a local density based outlier detection method providing an outlier score in the range of [0,1].

Pyhpc Benchmarks ⭐ 290

A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python 🚀

Presentations ⭐ 267

Collection of presentations for advanced Python topics

Python implementation of KCF tracking algorithm

⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍

Numba Scipy ⭐ 217

numba_scipy extends Numba to make it aware of SciPy

Scikit Gstat ⭐ 204

Geostatistical variogram estimation expansion in the scipy style

Antropy ⭐ 203

AntroPy: entropy and complexity of (EEG) time-series in Python

Cyberradio ⭐ 194

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

Py_vollib ⭐ 193

Numbagg ⭐ 186

Fast N-dimensional aggregation functions with Numba

Numpy Groupies ⭐ 180

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

Pyelastica ⭐ 180

Python implementation of Elastica, an open-source software for the simulation of assemblies of slender, one-dimensional structures using Cosserat Rod theory.

Psychrolib ⭐ 167

📚 Library of psychrometric functions to calculate 🌡️ thermodynamic properties of air for Python, C, C#, Fortran, R, JavaScript and VBA/Excel

The AAAI-2020 Paper(Oral):"TANet: Robust 3D Object Detection from Point Clouds with Triple Attention"

Funk Svd ⭐ 154

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

Experimental Gradient Boosting Machines in Python with numba.

Jetson Packages Family ⭐ 151

The ultimate software installation guide for Nvidia Jetson Nano/Xavier Dev Kit

[MIRROR] Gentoo Science Overlay

Minirocket ⭐ 137

MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification

A Python Search Engine for Humans 🥸

Numba Examples ⭐ 133

Example Numba implementations of functions

Numba_tutorial_scipy2016 ⭐ 126

Numba tutorial materials for Scipy 2016

Numba_tutorial_scipy2017 ⭐ 118

中国版技术指标

Transonic ⭐ 112

🚀 Make your Python code fly at transonic speeds!

Decoupler Py ⭐ 112

Python package to perform enrichment analysis from omics data.

Python Graphblas ⭐ 95

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

Jalali Lab Implementation Of Raisr ⭐ 92

Implementation of RAISR (Rapid and Accurate Image Super Resolution) algorithm in Python 3.x by Jalali Laboratory at UCLA. The implementation presented here achieved performance results that are comparable to that presented in Google's research paper (with less than ± 0.1 dB in PSNR). Just-in-time (JIT) compilation employing JIT numba is used to speed up the Python code. A very parallelized Python code employing multi-processing capabilities is used to speed up the testing process. The code has b

Pythonhpc ⭐ 88

Kitti Object Eval Python ⭐ 83

Fast kitti object detection eval in python(finish eval in less than 10 second)

Install Packages Jetson Arm Family ⭐ 82

The objective is to give you clear instructions on how to install packages in ARM platform primarily in Jetson family.

Cityseer Api ⭐ 81

Computational tools for urban analysis

Python SYCL bindings and SYCL-based Python Array API library

Triangler ⭐ 78

📐 Convert images to Low-Poly art using Delaunay triangulation.

Qub_dw_highperformancepython ⭐ 76

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

Fastnode2vec ⭐ 76

Fast and scalable node2vec implementation

Quaternionic ⭐ 73

Interpret numpy arrays as quaternionic arrays with numba acceleration

Pyculib - Python bindings for CUDA libraries

Vector classes and utilities

Numba Dpex ⭐ 68

Data Parallel Extension for Numba

Python Way ⭐ 68

A curated list of articles, talks, tutorials to help you on your way to be the so called Full Stack Python Dev.

Hplflownet ⭐ 67

Code for our CVPR 2019 paper, HPLFlowNet: Hierarchical Permutohedral Lattice FlowNet for Scene Flow Estimation on Large-scale Point Clouds.

Pyfiberamp ⭐ 65

Fiber laser and amplifier modeling in Python

Gnss Dsp Tools ⭐ 65

GNSS code generators, acquisition, and tracking

PyGMI - Python Geophysical Modelling and Interpretation

Voxelnetros ⭐ 60

implement the VoxelNet with ROS, using Kitti data to test

Python Performance Minicourse ⭐ 58

Mini-course at Princeton on High Performance Python

Python implementation of "Factorizing Personalized Markov Chains for Next-Basket Recommendation"

Opticommpy ⭐ 56

Simulate optical communications systems with Python.

Pyclifford ⭐ 56

An intuitive programming package for simulating and analyzing Clifford circuits, quantum measurement, and stabilizer states with applications to many-body localization, classical shadows, quantum chemistry and error correction code.

Numbalsoda ⭐ 53

Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.

Spherical_functions ⭐ 50

Python/numba package for evaluating Wigner D matrices and spin-weighted spherical harmonics

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

Boosting and ensemble learning in Python.

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

Travelingsalesman ⭐ 47

Various algorithms for solving the Traveling Salesman problem in python!

Docker Ipython ⭐ 46

Run IPython, Pattern, NLTK, Pandas, NumPy, SciPy, Numba, Biopython inside Docker

Rainfall-Runoff modelling playground

Radio Core ⭐ 45

📔 Python based DSP for CyberRadio and PyRadio. Accelerated with #cuSignal and Numba.

Numbakit Ode ⭐ 44

Leveraging numba to speed up ODE integration

Mppi_numba ⭐ 43

A GPU implementation of Model Predictive Path Integral (MPPI) control that uses a probabilistic traversability model for planning risk-aware trajectories.

Gaussian mixtures and image processing implemented in python

Slowquant ⭐ 39

Python Notebooks ⭐ 39

Scientific Computing with Python for beginners.

Py_lets_be_rational ⭐ 38

Run Numba compiled functions into SQLite

Pygamma Agreement ⭐ 38

Gamma Agreement in Python

Turbo_seti ⭐ 37

turboSETI -- python based SETI search algorithm.

Quadrotorfly ⭐ 37

This is a dynamic simulation for quadrotor UAV

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

Stereo Matching ⭐ 35

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

An analytic element model for steady multi-layer flow

Python Complementary Languages ⭐ 31

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

Ft Fsd Path Planning ⭐ 30

Formula Student Driverless Path Planning Algorithm. Colorblind centerline calculation algorithm developed by FaSTTUBe. It introduces a novel approach that uses neither Delaunay Triangulation nor RRT.

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