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Search results for python numba

218 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

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"

Experimental Gradient Boosting Machines in Python with numba.

Funk Svd ⭐ 154

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

A Python Search Engine for Humans 🥸

Minirocket ⭐ 137

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

中国版技术指标

Decoupler Py ⭐ 112

Python package to perform enrichment analysis from omics data.

Transonic ⭐ 112

🚀 Make your Python code fly at transonic speeds!

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

Kitti Object Eval Python ⭐ 83

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

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.

Fastnode2vec ⭐ 76

Fast and scalable node2vec implementation

Qub_dw_highperformancepython ⭐ 76

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

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.

Gnss Dsp Tools ⭐ 65

GNSS code generators, acquisition, and tracking

Pyfiberamp ⭐ 65

Fiber laser and amplifier modeling in Python

PyGMI - Python Geophysical Modelling and Interpretation

Voxelnetros ⭐ 60

implement the VoxelNet with ROS, using Kitti data to test

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.

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

Opticommpy ⭐ 56

Simulate optical communications systems with Python.

Numbalsoda ⭐ 53

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

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

Spherical_functions ⭐ 50

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

Boosting and ensemble learning in Python.

Travelingsalesman ⭐ 47

Various algorithms for solving the Traveling Salesman problem 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

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

Gaussian mixtures and image processing implemented in python

Mppi_numba ⭐ 43

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

Slowquant ⭐ 39

Python Notebooks ⭐ 39

Scientific Computing with Python for beginners.

Py_lets_be_rational ⭐ 38

Pygamma Agreement ⭐ 38

Gamma Agreement in Python

Run Numba compiled functions into SQLite

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.

Chunkdot ⭐ 28

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.

Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

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

Mat_discover ⭐ 27

A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.

Extended Difference of Gaussians (xDoG) implementation

Code repositoy for "AOWS: Adaptive and optimal network width search with latency constraints", CVPR 2020

Batch First ⭐ 26

A JIT compiled chess engine which traverses the search tree in batches in a best-first manner, allowing for neural network batching, asynchronous GPU use, and vectorized CPU computations.

Python implementation of KCF tracking algorithm with Ahead-of-Time Numba

Python For Hpc ⭐ 25

Repository for participants of the "Python for HPC" training

A pure Python library for benchmarked, scalable numerics using numba.

Dolfinx_mpc ⭐ 24

Extension for dolfinx to handle multi-point constraints.

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