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NumPy

NumPy is an open source library for the Python programming language, adding support for large, multidimensional arrays, and matrices, along with a large collection of high-level mathematical functions to operate on these arrays.

https://github.com/wizardforcel/data-science-notebook

:book: 每一个伟大的思想和行动都有一个微不足道的开始

data-analysis data-science machine-learning notebook numpy pandas sklearn tensorflow

Last synced: 10 Oct 2024

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

numba_scipy extends Numba to make it aware of SciPy

compiler llvm numba numpy scipy

Last synced: 14 Oct 2024

https://github.com/Trinkle23897/Fast-Poisson-Image-Editing

A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.

cpp cuda high-performance-computing image-processing jacobi-iteration jacobi-method mpi numpy openmp parallel-computing poisson-image-editing pybind11 python

Last synced: 03 Nov 2024

https://github.com/trinkle23897/fast-poisson-image-editing

A fast poisson image editing implementation that can utilize multi-core CPU or GPU to handle a high-resolution image input.

cpp cuda high-performance-computing image-processing jacobi-iteration jacobi-method mpi numpy openmp parallel-computing poisson-image-editing pybind11 python

Last synced: 28 Oct 2024

https://github.com/aviramha/ormsgpack

Msgpack serialization/deserialization library for Python, written in Rust using PyO3 and rust-msgpack. Reboot of orjson. msgpack.org[Python]

dataclass dataclasses extension fast msgpack numpy orjson pydantic pyo3 python rust

Last synced: 30 Oct 2024

https://github.com/adamreeve/nptdms

NumPy based Python module for reading TDMS files produced by LabView

daqmx labview national-instruments numpy python scipy tdms

Last synced: 14 Oct 2024

https://github.com/pyro-ppl/funsor

Functional tensors for probabilistic programming

jax machine-learning numpy probabilistic-programming pyro pytorch symbolic

Last synced: 05 Aug 2024

https://github.com/adamreeve/npTDMS

NumPy based Python module for reading TDMS files produced by LabView

daqmx labview national-instruments numpy python scipy tdms

Last synced: 03 Aug 2024

https://github.com/milaan9/09_python_numpy_module

Numpy is a general-purpose array-processing package. It provides a high-performance multidimensional array object and tools for working with these arrays. It is the fundamental package for scientific computing with Python. Besides its obvious scientific uses, Numpy can also be used as an efficient multi-dimensional container of generic data.

array-indexing array-manipulations array-math array-methods array-reorganizing ipython-notebook numpy numpy-arrays numpy-exercise-solutions numpy-exercises numpy-matrix numpy-tutorial python-tutor python-tutorial-github python-tutorial-notebook python-tutorials python4beginner python4datascience python4everybody tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/vrasneur/pyfasttext

Yet another Python binding for fastText

fasttext machine-learning nlp numpy python python-bindings word-vectors

Last synced: 07 Nov 2024

https://github.com/gammapy/gammapy

A Python package for gamma-ray astronomy

astronomy astropy awesome numpy python

Last synced: 28 Sep 2024

https://github.com/bh107/bohrium

Automatic parallelization of Python/NumPy, C, and C++ codes on Linux and MacOSX

cuda gpu gpu-acceleration multi-core numpy opencl parallel-computing

Last synced: 02 Aug 2024

https://github.com/leandromineti/ml-feynman-experience

A collection of analytics methods implemented with Python on Google Colab

machine-learning notebook numpy python scipy statistics

Last synced: 07 Nov 2024

https://github.com/weisscharlesj/scicompforchemists

Scientific Computing for Chemists is a free text for teaching basic computing skills to chemists using Python, Jupyter notebooks, and the other Python packages. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, nmrglue, SymPy, scikit-image, and scikit-learn.

biochemistry book chemical chemistry chemists computer-programming computing jupyter-lab jupyter-notebooks jupyterlab nmrglue numpy python science scientific-computing scipy simulations textbook

Last synced: 14 Oct 2024

https://github.com/rickiepark/introduction_to_ml_with_python

도서 "[개정판] 파이썬 라이브러리를 활용한 머신 러닝"의 주피터 노트북과 코드입니다.

deep-learning machine-learning matplotlib numpy pandas python scikit-learn scipy

Last synced: 30 Sep 2024

https://github.com/explosion/cython-blis

💥 Fast matrix-multiplication as a self-contained Python library – no system dependencies!

blas blas-libraries blis cython linear-algebra matrix-multiplication neural-network neural-networks numpy openblas

Last synced: 07 Oct 2024

https://github.com/scikit-hep/awkward-0.x

Manipulate arrays of complex data structures as easily as Numpy.

analysis apache-arrow arrow big-data columnar columnar-storage hdf5 numpy parquet python python3 root root-cern scikit-hep

Last synced: 28 Sep 2024

https://github.com/gi-z/csikit

Python CSI processing and visualisation tools for Atheros, Intel, Nexmon, ESP32, FeitCSI, and PicoScenes (USRP, etc) formats.

atheros csi csi-data csi-extraction-suite csi-parsing esp32 intel numpy picoscenes python visualisation wifi-hardware

Last synced: 11 Oct 2024

https://github.com/weisscharlesj/SciCompforChemists

Scientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.

biochemistry bioinformatics book chemical cheminformatics chemistry chemists computer-programming computing jupyter-lab jupyter-notebooks jupyterlab nmr numpy python science scientific-computing scipy simulations textbook

Last synced: 09 Aug 2024

https://github.com/opendilab/di-treetensor

Let DI-treetensor help you simplify the structure processing!（树形运算一不小心就逻辑混乱？DI-treetensor快速帮你搞定）

deep-learning numpy python pytorch reinforcement-learning tensor tree-structure

Last synced: 09 Nov 2024

https://github.com/wearepal/data-science-types

Mypy stubs, i.e., type information, for numpy, pandas and matplotlib

matplotlib mypy mypy-stubs numpy pandas python stubs type-stubs

Last synced: 27 Sep 2024

https://github.com/rootpy/rootpy

A pythonic interface for the ROOT libraries on top of the PyROOT bindings.

cern hdf5 hep matplotlib numpy python root

Last synced: 08 Nov 2024

https://github.com/koldlight/curso-python-analisis-datos

Curso de python básico orientado al análisis de datos, en español

course data data-analysis folium hacktoberfest numpy pandas python requests seaborn spanish

Last synced: 09 Nov 2024

https://github.com/lebedov/msgpack-numpy

Serialize numpy arrays using msgpack

msgpack numpy python

Last synced: 11 Oct 2024

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

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

groupby numba numpy python

Last synced: 13 Oct 2024

https://github.com/kaist-maclab/pytsmod

An open-source Python library for audio time-scale modification.

audio dsp librosa music numpy python scipy time-scale tsm

Last synced: 11 Oct 2024

https://github.com/tiledb-inc/tiledb-py

Python interface to the TileDB storage engine

array hdfs numpy python s3 storage-manager tiledb

Last synced: 07 Nov 2024

https://github.com/google/etils

Collection of eclectic utils for python.

jax numpy python tensorflow utils

Last synced: 28 Oct 2024

https://github.com/KAIST-MACLab/PyTSMod

An open-source Python library for audio time-scale modification.

audio dsp librosa music numpy python scipy time-scale tsm

Last synced: 05 Aug 2024

https://github.com/botkop/numsca

numsca is numpy for scala

deep-learning nd4j numpy scala

Last synced: 04 Aug 2024

https://github.com/cgevans/scikits-bootstrap

Python/numpy bootstrap confidence interval estimation.

numpy python statistics

Last synced: 30 Oct 2024

https://github.com/petercorke/bdsim

Simulate dynamic systems expressed in block diagram form using Python

block-diagram diagram-form dynamical-systems dynamics-simulation numpy python robotics simulation

Last synced: 15 Oct 2024

https://github.com/stestagg/pytubes

A module for getting data into python from large data sources

cpp cpp11 cython data numpy python

Last synced: 30 Oct 2024

https://github.com/stack-of-tasks/eigenpy

Efficient bindings between Numpy and Eigen using Boost.Python

bindings boost boost-python eigen numpy python python3-library

Last synced: 11 Oct 2024

https://github.com/rougier/tiny-renderer

A tiny sotfware 3D renderer in 100 lines of Python

3d 3d-engine computer-graphics numpy opengl python tiny

Last synced: 29 Oct 2024

https://github.com/caesar0301/graphsim

Graph similarity algorithms based on NetworkX.

graph graph-similarity-algorithms networkx numpy python scientific tacsim

Last synced: 31 Oct 2024

https://github.com/nigma/pywt

We're moving. Please visit https://github.com/PyWavelets

c cython dwt math numpy python wavelet

Last synced: 28 Oct 2024

https://github.com/karolzak/support-tickets-classification

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

ai artificial-intelligence azure azure-app-service azure-machine-learning azure-web-app-service azure-webapp classification classifier machine-learning ml model numpy pandas python text-analysis text-classification text-mining text-processing web-service

Last synced: 31 Oct 2024

https://github.com/jayinai/ml-cheatsheet

A constantly updated python machine learning cheatsheet

machine-learning matplotlib numpy pandas python scipy seaborn sklearn

Last synced: 10 Oct 2024

https://github.com/apachecn/ds-ai-tech-notes

:book: [译] 数据科学和人工智能技术笔记

ai data-science matplotlib notes numpy python sklearn

Last synced: 10 Oct 2024

https://github.com/wkcn/MobulaOP

A Simple & Flexible Cross Framework Operators Toolkit

cross-framework cupy deep-learning mxnet numpy operators pytorch scientific-computing

Last synced: 08 Nov 2024

https://github.com/morvanzhou/npnet

Build neural networks based only on Numpy

backpropagation layer neural-network numpy simple

Last synced: 06 Nov 2024

https://github.com/lancern/asm2vec

An unofficial implementation of asm2vec as a standalone python package

asm2vec binary-analysis machine-learning nlp numpy python python3 unofficial word2vec

Last synced: 01 Nov 2024

https://github.com/ImagingDataCommons/highdicom

High-level DICOM abstractions for the Python programming language

dicom numpy pydicom python3 typehints

Last synced: 03 Nov 2024

https://github.com/Lancern/asm2vec

An unofficial implementation of asm2vec as a standalone python package

asm2vec binary-analysis machine-learning nlp numpy python python3 unofficial word2vec

Last synced: 03 Aug 2024

https://github.com/haruishi43/equilib

🌎→🗾Equirectangular (360/panoramic) image processing library for Python with minimal dependencies only using Numpy and PyTorch

360-degree camera cubemap-to-equirectangular equirectangular-images equirectangular-panorama equirectangular-projection numpy panorama perspective-projection python pytorch vr

Last synced: 26 Oct 2024

https://github.com/wscats/python-tutorial

🏃 Some of the python tutorial - 《Python学习笔记》

flask numpy opencv python scrapy zip

Last synced: 01 Nov 2024

https://github.com/joneswack/conformal-predictions-from-scratch

Various Conformal Prediction methods implemented from scratch in pure NumPy for an educational purpose.

conformal-prediction machine-learning numpy python uncertainty-estimation

Last synced: 03 Aug 2024

https://github.com/mverleg/pyjson_tricks

Extra features for Python's JSON: comments, order, numpy, pandas, datetimes, and many more! Simple but customizable.

comments datetime deserialization json numpy python serialization

Last synced: 25 Oct 2024

https://github.com/jalajthanaki/credit-risk-modelling

Credit Risk analysis by using Python and ML

credit-risk machine-learning numpy pandas python scikit-learn scipy

Last synced: 07 Nov 2024

https://github.com/Stewori/JyNI

Enables Jython to load native CPython extensions.

cpython-extensions ctypes java jython native-extensions numpy python

Last synced: 09 Nov 2024

https://github.com/astro30/valinvest

A value investing tool based on Warren Buffett, Joseph Piotroski and Benjamin Graham thoughts

buffett graham investing investment numpy pandas piotroski python value-investing

Last synced: 30 Oct 2024

https://github.com/devrimcavusoglu/pybboxes

Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.

computer-vision deep-learning image-recognition machine-learning numpy python pytorch tensorflow

Last synced: 30 Oct 2024

https://github.com/coderonion/awesome-cuda-and-hpc

🔥🔥🔥 A collection of some awesome public CUDA, cuBLAS, TensorRT and High Performance Computing (HPC) projects.

awesome blas cublas cuda cudnn fortran gemm gpu hpc lapack llama llm mojo numpy openblas parallel-computing pytorch scipy tensorrt yolo

Last synced: 05 Oct 2024

https://github.com/jostbr/shallow-water

Python model solving the shallow water equations (linear momentum, nonlinear continuity)

computational-fluid-dynamics fluid-dynamics fluid-simulation numpy partial-differential-equations python visualization

Last synced: 25 Oct 2024

https://github.com/skalskip/sketchy-vision

Each week I create sketches covering key Computer Vision concepts. If you want to learn more about CV stick around!

computer-vision convolutional-neural-networks deep-learning neural-network non-maximum-suppression numpy object-detection

Last synced: 01 Nov 2024

https://github.com/alisonmitchell/stock-prediction

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

beautifulsoup bert gensim huggingface keras-tensorflow machine-learning matplotlib mplfinance nlp nltk numpy pandas plotly python scikit-learn scipy seaborn spacy textblob yfinance

Last synced: 07 Nov 2024

https://github.com/steveseguin/raspberry_ninja

Publish or capture VDO.Ninja streams with Python (Raspberry Pi, Linux, Mac, Windows WSL)

gstreamer h264 jetson numpy opencv pi python raspberry raspberry-pi raspbian video webrtc

Last synced: 07 Nov 2024

https://github.com/warrenweckesser/wavio

A Python module for reading and writing WAV files using numpy arrays.

numpy python wav

Last synced: 16 Oct 2024

https://github.com/fwilliams/numpyeigen

Fast zero-overhead bindings between NumPy and Eigen

binding eigen numpy python scipy zer

Last synced: 14 Oct 2024

https://github.com/rasbt/One-Python-benchmark-per-day

An ongoing fun challenge where I'll try to post one Python benchmark per day.

cython numpy python-benchmark

Last synced: 02 Aug 2024

https://github.com/rasbt/one-python-benchmark-per-day

An ongoing fun challenge where I'll try to post one Python benchmark per day.

cython numpy python-benchmark

Last synced: 01 Nov 2024

https://github.com/ami-iit/adam

adam implements a collection of algorithms for calculating rigid-body dynamics in Jax, CasADi, PyTorch, and Numpy.

adam-robotics automatic-differentiation casadi jax motion-planning numpy optimization python pytorch reinforcement-learning rigid-body-dynamics robotics urdf

Last synced: 29 Oct 2024

https://github.com/jjjkkkjjj/Matft

Numpy-like library in swift. (Multi-dimensional Array, ndarray, matrix and vector library)

complex-numbers image image-processing math matrix-library ndarray ndimensional-arrays numpy signal-processing swift

Last synced: 14 Aug 2024

https://github.com/endia-org/Endia

Scientific Computing in Mojo 🔥

ai arrays compiler jax machine-learning modular mojo numpy python pytorch

Last synced: 03 Aug 2024

https://github.com/PowerGridModel/power-grid-model

Python/C++ library for distribution power system analysis

cpp eigen3 numpy powerflow powersystem python shortcircuit stateestimation

Last synced: 03 Aug 2024

https://github.com/pilcru/ghpythonremote

A two-way connector to use regular Python from IronPython in Rhino/Grasshopper, and vice-versa.

grasshopper grasshopper3d ironpython matlplotlib numpy python rhino rhino3d rhinoceros scipy

Last synced: 07 Nov 2024

https://github.com/blosc/bloscpack

Command line interface to and serialization format for Blosc

blosc command-line compression numpy python

Last synced: 03 Nov 2024

NumPy Awesome Lists
awesome-jax 189 awesome-cuda-and-hpc 427 awesome-ebooks 106 awesome-max-mojo 183 awesome-numpy 32 practice-numpy-programming-courses 35 numpy-free-tutorials 30 practice-numpy-programming-projects 31
NumPy Categories
Blogs 450 Frameworks 278 Learning Resources 105 Applications 91 Libraries 87 Summary 51 Videos 47 Models and Projects 45 Machine Learning 37 More Projects 33 More Free Tutorials 33 More Courses 32 Tutorials and Blog Posts 24 Web 21 Jobs and Interview 20 Programming Language 20 Scientific Computation 16 Performance Benchmark 16 Community 13 Data Structure and Algorithm 12