NumPy
Notes and resources about NumPy.
title: NumPy#
Links#
- NumPy: the absolute basics for beginners ↗
- 100 numpy exercises (100% complete) ↗
- From Python to Numpy (2017) ↗ (Code ↗)
- MinPy ↗ - NumPy interface with mixed backend execution.
- NumCpp ↗ - C++ implementation of the Python Numpy library.
- Math to Code ↗ - Interactive Python tutorial to teach engineers how to read and implement math using the NumPy library. (HN ↗)
- Quaternions in NumPy ↗ - Add built-in support for quaternions to numpy.
- Array programming with NumPy (2020) ↗ (HN ↗)
- Python Numpy Tutorial (with Jupyter and Colab) ↗
- nptyping ↗ - Type hints for Numpy.
- NumPy Illustrated: The Visual Guide to NumPy (2020) ↗
- A Visual Intro to NumPy and Data Representation ↗
- RipTable ↗ - All in one, high performance 64 bit python analytics engine for numpy arrays with multithreaded support.
- Math Inspector ↗ - Visual programing environment for scientific computing with python. Based on numpy & scipy. (Web ↗)
- Rolling Quantiles for NumPy ↗
- Legate NumPy ↗ - Aspiring Drop-In Replacement for NumPy at Scale.
- numba-dppy ↗ - Extends Numba with a new backend to support compilation for Intel CPU and GPU architectures.
- NumPy views: saving memory, leaking memory, and subtle bugs (2021) ↗
- Magical NumPy with JAX | SciPy 2021 ↗
- Numbagg ↗ - Fast N-dimensional aggregation functions with Numba.
- NumExpr ↗ - Fast numerical expression evaluator for NumPy.
- rust-numpy ↗ - Rust bindings for the NumPy C-API.
- numpy-groupies ↗ - Optimised tools for group-indexing operations: aggregated sum and more.
- numpy-hilbert-curve ↗ - Numpy implementation of Hilbert curves in arbitrary dimensions.
- numpy-stl ↗ - Simple library to make working with STL files (and 3D objects in general) fast and easy.
- libnpy ↗ - C++ library for reading and writing of numpy’s .npy files.
- NumS ↗ - Library that translates Python and NumPy to optimized distributed systems code.
- Differentiable Neural Computer in Numpy ↗ - Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy.
- A basic introduction to NumPy’s einsum ↗ (HN ↗)
- Arkouda ↗ - NumPy-like arrays at massive scale backed by Chapel.
- Bottleneck ↗ - Fast NumPy array functions written in C.
- Numpy beginner tutorial ↗
- NumPy Financial ↗ - Standalone package of the NumPy financial functions.