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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/apachecn/pyda-2e-zh

:book: [译] 利用 Python 进行数据分析 · 第 2 版

book data-analysis numpy pandas pyda python

Last synced: 29 Oct 2024

https://github.com/PyO3/rust-numpy

PyO3-based Rust bindings of the NumPy C-API

ndarray numpy numpy-capi rust-bindings rust-ndarray rust-numpy

Last synced: 09 Aug 2024

https://github.com/carefree0910/MachineLearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 11 Nov 2024

https://github.com/carefree0910/machinelearning

Machine learning algorithms implemented by pure numpy

deep-learning machine-learning numpy pytorch tensorflow visualization

Last synced: 29 Oct 2024

https://github.com/pydata/bottleneck

Fast NumPy array functions written in C

c c-extension fast numpy python

Last synced: 14 Oct 2024

https://github.com/kwgoodman/bottleneck

Fast NumPy array functions written in C

c c-extension fast numpy python

Last synced: 04 Aug 2024

https://github.com/hukenovs/dsp-theory

Theory of digital signal processing (DSP): signals, filtration (IIR, FIR, CIC, MAF), transforms (FFT, DFT, Hilbert, Z-transform) etc.

convolution digital-signal-processing dsp fast-fourier-transform fft finite-impulse-response fir fpga lectures lessons numpy numpy-tutorial python scipy tutorial

Last synced: 14 Oct 2024

https://github.com/dadadel/pyment

Format and convert Python docstrings and generates patches

developer-tools development docstrings documentation epydoc google numpy python

Last synced: 15 Oct 2024

https://github.com/alyssaq/face_morpher

:angel: Morph faces with Python, Numpy, Scipy

numpy opencv python python3

Last synced: 15 Oct 2024

https://github.com/salib/salib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

global-sensitivity-analysis joss morris numpy python salib sensitivity-analysis sensitivity-analysis-library sobol uncertainty uncertainty-quantification

Last synced: 11 Oct 2024

https://github.com/stitchfix/hamilton

A scalable general purpose micro-framework for defining dataflows. THIS REPOSITORY HAS BEEN MOVED TO www.github.com/dagworks-inc/hamilton

dag data-engineering data-platform data-science dataframe etl etl-framework etl-pipeline feature-engineering featurization hamilton hamiltonian machine-learning numpy pandas python software-engineering stitch-fix

Last synced: 26 Sep 2024

https://github.com/SALib/SALib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

global-sensitivity-analysis joss morris numpy python salib sensitivity-analysis sensitivity-analysis-library sobol uncertainty uncertainty-quantification

Last synced: 13 Nov 2024

https://github.com/Onelinerhub/onelinerhub

Thousands of code solutions with clear explanation @ onelinerhub.com

bash clickhouse docker ffmpeg git golang javascript jquery lua mysql nginx numpy pandas php python redis rust sklearn ssh ubuntu

Last synced: 30 Oct 2024

https://github.com/BabitMF/bmf

Cross-platform, customizable multimedia/video processing framework. With strong GPU acceleration, heterogeneous design, multi-language support, easy to use, multi-framework compatible and high performance, the framework is ideal for transcoding, AI inference, algorithm integration, live video streaming, and more.

ai arm bmf bytedance cpp cross-platform cuda ffmpeg gpu heterogeneous live-video mediacodec multimedia numpy nvidia opencv python tensorrt transcode x86-64

Last synced: 07 Nov 2024

https://github.com/onelinerhub/onelinerhub

Thousands of code solutions with clear explanation @ onelinerhub.com

bash clickhouse docker ffmpeg git golang javascript jquery lua mysql nginx numpy pandas php python redis rust sklearn ssh ubuntu

Last synced: 10 Oct 2024

https://github.com/babitmf/bmf

Cross-platform, customizable multimedia/video processing framework. With strong GPU acceleration, heterogeneous design, multi-language support, easy to use, multi-framework compatible and high performance, the framework is ideal for transcoding, AI inference, algorithm integration, live video streaming, and more.

ai arm bmf bytedance cpp cross-platform cuda ffmpeg gpu heterogeneous live-video mediacodec multimedia numpy nvidia opencv python tensorrt transcode x86-64

Last synced: 15 Oct 2024

https://github.com/chawlaavi/daily-dose-of-data-science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

data-analysis data-science data-science-tips data-visualization jupyter jupyter-notebook jupyter-tips matplotlib matplotlib-tips numpy pandas pandas-tips python python-tips sklearn

Last synced: 09 Oct 2024

https://github.com/parrt/tensor-sensor

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

debugging deep-learning jax matrix numpy python pytorch tensorflow tracing vector

Last synced: 15 Oct 2024

https://github.com/ashvardanian/simsimd

Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐

arm-neon arm-sve assembly avx2 avx512 blas blas-libraries distance-calculation distance-measures float16 information-retrieval metrics neon numpy scipy simd simd-instructions similarity-measures similarity-search vector-search

Last synced: 14 Oct 2024

https://github.com/ashvardanian/SimSIMD

Up to 200x Faster Inner Products and Vector Similarity — for Python, JavaScript, Rust, and C, supporting f64, f32, f16 real & complex, i8, and binary vectors using SIMD for both x86 AVX2 & AVX-512 and Arm NEON & SVE 📐

arm-neon arm-sve assembly avx2 avx512 blas blas-libraries distance-calculation distance-measures float16 information-retrieval metrics neon numpy scipy simd simd-instructions similarity-measures similarity-search vector-search

Last synced: 28 Oct 2024

https://github.com/kymatio/kymatio

Wavelet scattering transforms in Python with GPU acceleration

deep-learning keras numpy pytorch scattering-transform scikit-learn tensorflow wavelets

Last synced: 10 Oct 2024

https://github.com/lmammino/financial

A Zero-dependency TypeScript/JavaScript financial library (based on numpy-financial) for Node.js, Deno and the browser

deno financial javascript mortgage node nodejs numpy numpy-financial typescript zero-dependency

Last synced: 13 Oct 2024

https://github.com/jonasrauber/eagerpy

PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code

eager-execution jax numpy python pytorch tensorflow tensorflow2

Last synced: 15 Oct 2024

https://github.com/wkentaro/pytorch-for-numpy-users

PyTorch for Numpy users. https://pytorch-for-numpy-users.wkentaro.com

numpy pytorch

Last synced: 13 Nov 2024

https://github.com/trainingbypackt/data-science-projects-with-python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 14 Nov 2024

https://github.com/IntelPython/sdc

Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler

big-data compilers machine-learning numpy pandas parallel-computing python

Last synced: 15 Nov 2024

https://github.com/TrainingByPackt/Data-Science-Projects-with-Python

A Case Study Approach to Successful Data Science Projects Using Python, Pandas, and Scikit-Learn

data-science machine-learning numpy pandas pandas-dataframe python scikit-learn

Last synced: 08 Nov 2024

https://github.com/A3M4/YouTube-Report

:bar_chart: Generate a personal YouTube report from your Google Takeout data

matplotlib numpy reportlab seaborn wordcloud

Last synced: 07 Aug 2024

https://github.com/WoLpH/numpy-stl

Simple library to make working with STL files (and 3D objects in general) fast and easy.

3d fast high-performance numpy python python2 python3 stl

Last synced: 10 Nov 2024

https://github.com/wolph/numpy-stl

Simple library to make working with STL files (and 3D objects in general) fast and easy.

3d fast high-performance numpy python python2 python3 stl

Last synced: 12 Oct 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: 11 Oct 2024

https://github.com/blue-yonder/turbodbc

Turbodbc is a Python module to access relational databases via the Open Database Connectivity (ODBC) interface. The module complies with the Python Database API Specification 2.0.

data-science database exasol numpy odbc pep249 pyodbc python python-database-api speedup

Last synced: 15 Oct 2024

https://github.com/moble/quaternion

Add built-in support for quaternions to numpy

math numpy physics python quaternion robotics

Last synced: 20 Oct 2024

https://github.com/tdegeus/pybind11_examples

Examples for the usage of "pybind11"

cpp eigen examples numpy pybind11 python

Last synced: 16 Nov 2024

https://github.com/thombashi/pytablewriter

pytablewriter is a Python library to write a table in various formats: AsciiDoc / CSV / Elasticsearch / HTML / JavaScript / JSON / LaTeX / LDJSON / LTSV / Markdown / MediaWiki / NumPy / Excel / Pandas / Python / reStructuredText / SQLite / TOML / TSV.

asciidoc csv elasticsearch excel gfm html javascript json jupyter-notebook latex ltsv markdown mediawiki numpy pandas pandas-dataframe restructuredtext sqlite table toml

Last synced: 14 Oct 2024

https://github.com/ramonhagenaars/nptyping

💡 Type hints for Numpy and Pandas

numpy pandas python3 typehints

Last synced: 15 Nov 2024

https://github.com/phantominsights/baby-names-analysis

Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.

eda etl matplotlib numpy pandas python-requests python3 seaborn

Last synced: 11 Nov 2024

https://github.com/PhantomInsights/baby-names-analysis

Data ETL & Analysis on the dataset 'Baby Names from Social Security Card Applications - National Data'.

eda etl matplotlib numpy pandas python-requests python3 seaborn

Last synced: 07 Aug 2024

https://github.com/pydata/sparse

Sparse multi-dimensional arrays for the PyData ecosystem

numpy python sparse-arrays sparse-data sparse-matrices sparse-matrix

Last synced: 11 Oct 2024

https://github.com/firmai/pandapy

PandaPy has the speed of NumPy and the usability of Pandas 10x to 50x faster (by @firmai)

algorithmic-trading arrays data-science data-structures finance machine-learning numpy pandas structured-data

Last synced: 04 Nov 2024

https://github.com/Kyubyong/tensorflow-exercises

TensorFlow Exercises - focusing on the comparison with NumPy.

numpy tensorflow tensorflow-exercises

Last synced: 12 Nov 2024

https://github.com/youssefhosni/efficient-python-for-data-scientists

Writing clean and optimized Python code

data-science numpy pandas python

Last synced: 14 Nov 2024

https://github.com/kyubyong/tensorflow-exercises

TensorFlow Exercises - focusing on the comparison with NumPy.

numpy tensorflow tensorflow-exercises

Last synced: 17 Nov 2024

https://github.com/youssefHosni/Efficient-Python-for-Data-Scientists

Writing clean and optimized Python code

data-science numpy pandas python

Last synced: 27 Oct 2024

https://github.com/gordicaleksa/get-started-with-jax

The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.

deep-learning flax haiku jax jupyter lax learn-jax machine-learning numpy optax python tutorial xla

Last synced: 18 Nov 2024

https://github.com/clarkerubber/irwin

irwin - the protector of lichess from all chess players villainous

ai chess chess-engine lichess lichess-api machine-learning mongodb numpy python python-chess python3 tensorflow

Last synced: 05 Nov 2024

https://github.com/flaport/fdtd

A 3D electromagnetic FDTD simulator written in Python with optional GPU support

3d-fdtd electric-fields fdtd fdtd-simulator magnetic-fields numpy optics photonics physics physics-simulation python pytorch simulation simulation-framework

Last synced: 13 Nov 2024

https://github.com/phantominsights/mexican-government-report

Text Mining on the 2019 Mexican Government Report, covering from extracting text from a PDF file to plotting the results.

geopandas matplotlib nlp numpy pandas seaborn spacy

Last synced: 13 Nov 2024

https://github.com/rougier/numpy-tutorial

Numpy beginner tutorial

numpy python tutorial

Last synced: 04 Aug 2024

https://github.com/versilov/matrex

A blazing fast matrix library for Elixir/Erlang with C implementation using CBLAS.

c cblas elixir erlang jupyter-notebook linear-algebra machine-learning matrix numpy

Last synced: 12 Oct 2024

https://github.com/ruddra/docker-django

A complete docker package for django which is easy to understand and can be deployed anywhere(supports Data Science related libraries like numpy, scipy etc).

boilerplate celery container django docker nginx numpy pandas postgres python redis scipy

Last synced: 14 Oct 2024

https://github.com/alyssaq/3dreconstruction

3D reconstruction, sfm with Python3

3d-reconstruction numpy opencv3 python3 sfm

Last synced: 14 Nov 2024

https://github.com/numpy/numpy-tutorials

NumPy tutorials & educational content in notebook format

numpy tutorials

Last synced: 07 Oct 2024

https://github.com/carlospuenteg/File-Injector

File Injector is a script that allows you to store any file in an image using steganography

extraction file file-injection file-injector files image image-manipulation image-processing injection noise numpy photography python python3 steganography storage

Last synced: 31 Oct 2024

https://github.com/ARM-software/CMSIS-DSP

CMSIS-DSP embedded compute library for Cortex-M and Cortex-A

cortex-a cortex-m dsp embedded fft filter fixed-point-arithmetic matrix ml numpy

Last synced: 04 Aug 2024

https://github.com/v923z/micropython-ulab

a numpy-like fast vector module for micropython, circuitpython, and their derivatives

circuitpython circuitpython-ulab firmware iterables micropython micropython-ulab module numpy openmv scipy ulab

Last synced: 10 Oct 2024

https://github.com/adamlwgriffiths/Pyrr

3D mathematical functions using NumPy

3d 3d-mathematical-functions matrix numpy opengl python quaternion vector

Last synced: 12 Nov 2024

https://github.com/adamlwgriffiths/pyrr

3D mathematical functions using NumPy

3d 3d-mathematical-functions matrix numpy opengl python quaternion vector

Last synced: 14 Oct 2024

https://github.com/kunalj101/Data-Science-Hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 13 Nov 2024

https://github.com/capitalone/datacompy

Pandas and Spark DataFrame comparison for humans and more!

compare dask data data-science dataframes fugue numpy pandas polars pyspark python spark

Last synced: 11 Oct 2024

https://github.com/kunalj101/data-science-hacks

Data Science Hacks consists of tips, tricks to help you become a better data scientist. Data science hacks are for all - beginner to advanced. Data science hacks consist of python, jupyter notebook, pandas hacks and so on.

computer-vision data data-analysis data-science data-visualization dataset hacks image-augmentation ipynb machine-learning nlp nlp-machine-learning numpy pandas pandas-dataframe pandas-python pandas-tutorial python python3 tips-and-tricks

Last synced: 11 Oct 2024

https://github.com/fabianabarca/python

Tutoriales de Python para el análisis de datos en el curso IE0405 - "Modelos Probabilísticos de Señales y Sistemas" de la Universidad de Costa Rica.

jupyter matplotlib numpy pandas python scipy

Last synced: 14 Oct 2024

https://github.com/hemansnation/python-roadmap

Python Roadmap. Learn Python programming as your first programming language. Python for Absolute Beginners, Non-Tech Professionals, 15+ Projects, 30 Topics, 500+ Practice Questions, with Data Structures & Algorithms

api flask git github heroku jupyter-notebook matplotlib mongodb numpy pandas postman python scrapping

Last synced: 12 Oct 2024

https://github.com/square/pysurvival

Open source package for Survival Analysis modeling

deep-learning machine-learning numpy python pytorch survival-analysis

Last synced: 12 Nov 2024

https://github.com/rtosholdings/riptable

64bit multithreaded python data analytics tools for numpy arrays and datasets

analytics dataframes numpy

Last synced: 05 Nov 2024

https://github.com/python-windrose/windrose

A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

matplotlib numpy pandas python speed wind windrose

Last synced: 13 Nov 2024

https://github.com/pytroll/pyresample

Geospatial image resampling in Python

closember dask hacktoberfest kd-tree numpy python resampling xarray

Last synced: 14 Nov 2024

https://github.com/psi4/psi4numpy

Combining Psi4 and Numpy for education and development.

computational-chemistry numpy psi python scipy tutorial

Last synced: 14 Oct 2024

https://github.com/cjekel/piecewise_linear_fit_py

fit piecewise linear data for a specified number of line segments

numpy piecewise-linear piecewise-regression python scipy segment segmented tensorflow

Last synced: 14 Oct 2024

https://github.com/bamos/block

An intelligent block matrix library for numpy, PyTorch, and beyond.

deep-learning linear-algebra numpy pytorch

Last synced: 14 Oct 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 277 Learning Resources 103 Applications 91 Libraries 85 Summary 51 Videos 47 Models and Projects 45 Machine Learning 37 More Free Tutorials 33 More Projects 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