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numerical-computing

High-accuracy SIMD sin/cos/sincos library in C with AVX2, AVX-512, and NEON support. Full-range reduction. Fast at scale. Portable by design.

C
50
4 个月前

N-dimensional / multi-dimensional arrays (tensors) in Scala 3. Think NumPy ndarray / PyTorch Tensor but type-safe over shapes, array/axis labels & numeric data types

Scala
47
3 年前

A focused resource for mastering NumPy, featuring practice problems, code examples, and interview-oriented numerical computing techniques in Python. Covers array operations, linear algebra, and performance optimization for data science interviews.

Python
13
3 个月前

A java package for nd-array calculations

Java
13
5 年前

Python implementation of Methods and Algorithm or Numerical Computing Course. You just have to Enter the input values from the question and All the iterations will be generated automatically.

Jupyter Notebook
9
5 年前
Jupyter Notebook
3
3 个月前

This repository contains the source code and documentation for the OptiNumPy library, a numerical analysis optimization package written in Python. The library provides various numerical optimization algorithms for solving optimization problems.

Python
2
2 年前

The code provides a collection of functions for matrix changes, including transposing, finding the rank, inverting, multiplying.

Python
2
2 年前

Complete numerical computing labs with pdf documents. You just need to change coding according to your question requirements.

Jupyter Notebook
2
5 年前

Numpy-Basic is a structured learning repo covering NumPy from basics to advanced. It includes arrays, indexing, reshaping, filtering, vector ops, angle functions, stats, and .npy file handling. Each concept is explained with code, examples, and Matplotlib visualizations in both light and dark modes. Ideal for students and data learners.

Jupyter Notebook
1
2 个月前

A high-precision square root calculator written in Rust using the Malachite library. Supports both interactive and command-line modes, allowing users to compute the square root of any positive integer to an arbitrary number of decimal digits with fixed-point accuracy.

Rust
1
2 个月前

A high-performance polynomial regression implementation in pure C with gradient descent optimization and visualization support.

C
1
5 个月前

Explore Python implementations of numerical methods for solving mathematical problems. Includes root-finding, integration, and more.

Python
1
2 年前