NumPy is a fundamental library for scientific computing in Python, widely used by application developers for its powerful array-handling capabilities. It introduces the `ndarray` object, which is highly efficient for numerical data storage and manipulation, allowing developers to perform operations on large arrays and matrices of numerical data with ease and performance that approaches lower-level languages like C. NumPy also provides a suite of mathematical functions, linear algebra routines, and random number capabilities, facilitating complex data analysis and modeling tasks. Interoperable with other scientific libraries like SciPy and Pandas, NumPy is an essential tool in the development of applications involving any numerical computation, serving as the backbone for a variety of tasks from data analysis to machine learning. Its broadcasting capabilities streamline operations on arrays of different shapes, enabling developers to write cleaner and more efficient code.
View the most prominent open source NumPy projects in the list below. Click on a specific project to view its alternative or complementary packages. Make comparisons and find the best package for your app.
- Tensors and Dynamic neural networks in Python with strong GPU acceleration☆100,144Updated this week
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- Python Data Science Handbook: full text in Jupyter Notebooks☆48,241Jun 26, 2024Updated last year
- Visualizer for neural network, deep learning and machine learning models☆32,896May 16, 2026Updated last week
- The fundamental package for scientific computing with Python.☆32,069Updated this week
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- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,523May 18, 2026Updated last week
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- A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support☆16,777Updated this week
- Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-m…☆15,400Oct 19, 2019Updated 6 years ago
- 100 numpy exercises (with solutions)☆14,119Apr 29, 2026Updated 3 weeks ago
- Parallel computing with task scheduling☆13,845Updated this week
- 人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning d…☆12,988Jun 2, 2024Updated last year
- 机器学习相关教程☆12,922Dec 22, 2020Updated 5 years ago
- An open access book on scientific visualization using python and matplotlib☆11,258Jan 4, 2026Updated 4 months ago
- NumPy aware dynamic Python compiler using LLVM☆11,029Updated this week
- NumPy & SciPy for GPU☆10,946May 16, 2026Updated last week
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,864Apr 16, 2024Updated 2 years ago
- Open Machine Learning Course☆10,603Mar 1, 2026Updated 2 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,485Apr 19, 2026Updated last month
- 《利用Python进行数据分析·第2版》☆8,902May 13, 2026Updated last week
- Trax — Deep Learning with Clear Code and Speed☆8,304Sep 26, 2025Updated 7 months ago
- Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy☆8,077May 6, 2026Updated 2 weeks ago
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)☆7,989Apr 10, 2026Updated last month
- Repository to store sample python programs for python learning☆7,299Jul 24, 2025Updated 10 months ago
- 中文 Python 笔记☆7,119Oct 1, 2020Updated 5 years ago
- A flexible framework of neural networks for deep learning☆5,917Aug 28, 2023Updated 2 years ago
- 🍊 Orange: Interactive data analysis☆5,609Updated this week
- Technical Analysis Library using Pandas and Numpy☆5,088Mar 18, 2026Updated 2 months ago
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,008Sep 22, 2023Updated 2 years ago
- MegEngine 是一个快速、可拓展、易于使用且支持自动求导的深度学习框架☆4,809Oct 24, 2024Updated last year
- Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science☆4,715Nov 20, 2024Updated last year
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,682May 18, 2026Updated last week
- TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...☆4,563May 14, 2026Updated last week
- Fast data visualization and GUI tools for scientific / engineering applications☆4,340Mar 9, 2026Updated 2 months ago
- Performance analysis of predictive (alpha) stock factors☆4,268Feb 12, 2024Updated 2 years ago
- N-D labeled arrays and datasets in Python☆4,149Updated this week
- C++ implementation of the Python Numpy library☆3,964Mar 17, 2026Updated 2 months ago
- C++ tensors with broadcasting and lazy computing☆3,734Updated this week