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☆99,586Updated this week
- The 30 Days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge m…☆61,828Apr 4, 2026Updated last month
- Python Data Science Handbook: full text in Jupyter Notebooks☆47,777Jun 26, 2024Updated last year
- Visualizer for neural network, deep learning and machine learning models☆32,833Updated this week
- The fundamental package for scientific computing with Python.☆31,920Updated this week
- Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce,…☆29,043Mar 20, 2024Updated 2 years ago
- 🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools☆21,460Apr 27, 2026Updated last week
- 阿布量化交易系统(股票，期权，期货，比特币，机器学习) 基于python的开源量化交易，量化投资架构☆16,992Jan 24, 2026Updated 3 months ago
- A high-performance, zero-overhead, extensible Python compiler with built-in NumPy support☆16,737Apr 28, 2026Updated last 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)☆14,080Updated this week
- Parallel computing with task scheduling☆13,819Updated 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…☆12,947Jun 2, 2024Updated last year
- 机器学习相关教程☆12,908Dec 22, 2020Updated 5 years ago
- An open access book on scientific visualization using python and matplotlib☆11,248Jan 4, 2026Updated 4 months ago
- NumPy aware dynamic Python compiler using LLVM☆11,004Updated this week
- NumPy & SciPy for GPU☆10,924Updated this week
- Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course☆10,844Apr 16, 2024Updated 2 years ago
- Open Machine Learning Course☆10,569Mar 1, 2026Updated 2 months ago
- Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)☆9,476Apr 19, 2026Updated 2 weeks ago
- 《利用Python进行数据分析·第2版》☆8,890Feb 2, 2026Updated 3 months ago
- Trax — Deep Learning with Clear Code and Speed☆8,303Sep 26, 2025Updated 7 months ago
- Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy☆8,050Apr 17, 2026Updated 2 weeks ago
- tensorboard for pytorch (and chainer, mxnet, numpy, ...)☆7,986Apr 10, 2026Updated 3 weeks ago
- Repository to store sample python programs for python learning☆7,293Jul 24, 2025Updated 9 months ago
- 中文 Python 笔记☆7,112Oct 1, 2020Updated 5 years ago
- A flexible framework of neural networks for deep learning☆5,918Aug 28, 2023Updated 2 years ago
- 🍊 Orange: Interactive data analysis☆5,602Apr 17, 2026Updated 2 weeks ago
- Technical Analysis Library using Pandas and Numpy☆5,024Mar 18, 2026Updated last month
- A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.☆5,004Sep 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☆4,807Oct 24, 2024Updated last year
- Machine Learning Foundations: Linear Algebra, Calculus, Statistics & Computer Science☆4,698Nov 20, 2024Updated last year
- Machine Learning Containers for NVIDIA Jetson and JetPack-L4T☆4,619Apr 27, 2026Updated last week
- TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...☆4,557Updated this week
- Fast data visualization and GUI tools for scientific / engineering applications☆4,335Mar 9, 2026Updated last month
- Performance analysis of predictive (alpha) stock factors☆4,250Feb 12, 2024Updated 2 years ago
- N-D labeled arrays and datasets in Python☆4,141Updated this week
- C++ implementation of the Python Numpy library☆3,961Mar 17, 2026Updated last month
- C++ tensors with broadcasting and lazy computing☆3,729Updated this week